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search.html | 4 +- searchindex.js | 2 +- spherical-mesh.html | 4 +- spherical-mesh.ipynb | 48 +-- swe_basics.html | 4 +- testing.html | 4 +- zreferences.html | 4 +- 258 files changed, 1315 insertions(+), 1094 deletions(-) diff --git a/_modules/index.html b/_modules/index.html index d4358f8e0..5e29b14b4 100644 --- a/_modules/index.html +++ b/_modules/index.html @@ -7,7 +7,7 @@ - Overview: module code — pyro 4.3.0.post17+gd058c7bb documentation + Overview: module code — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection/advective_fluxes.html b/_modules/pyro/advection/advective_fluxes.html index cd100277d..ff675b090 100644 --- a/_modules/pyro/advection/advective_fluxes.html +++ b/_modules/pyro/advection/advective_fluxes.html @@ -7,7 +7,7 @@ - pyro.advection.advective_fluxes — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection.advective_fluxes — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection/interface.html b/_modules/pyro/advection/interface.html index 72a622d57..6ea049fc5 100644 --- a/_modules/pyro/advection/interface.html +++ b/_modules/pyro/advection/interface.html @@ -7,7 +7,7 @@ - pyro.advection.interface — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection.interface — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection/problems/smooth.html b/_modules/pyro/advection/problems/smooth.html index cf5b4a38f..cf5d980ca 100644 --- a/_modules/pyro/advection/problems/smooth.html +++ b/_modules/pyro/advection/problems/smooth.html @@ -7,7 +7,7 @@ - pyro.advection.problems.smooth — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection.problems.smooth — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection/problems/test.html b/_modules/pyro/advection/problems/test.html index 3edcb260d..75fc338ca 100644 --- a/_modules/pyro/advection/problems/test.html +++ b/_modules/pyro/advection/problems/test.html @@ -7,7 +7,7 @@ - pyro.advection.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection/problems/tophat.html b/_modules/pyro/advection/problems/tophat.html index 638d224d5..296bf4890 100644 --- a/_modules/pyro/advection/problems/tophat.html +++ b/_modules/pyro/advection/problems/tophat.html @@ -7,7 +7,7 @@ - pyro.advection.problems.tophat — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection.problems.tophat — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection/simulation.html b/_modules/pyro/advection/simulation.html index 73c2f8ed9..159384878 100644 --- a/_modules/pyro/advection/simulation.html +++ b/_modules/pyro/advection/simulation.html @@ -7,7 +7,7 @@ - pyro.advection.simulation — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection.simulation — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_fv4/fluxes.html b/_modules/pyro/advection_fv4/fluxes.html index 8d6b9819b..ec21eeae6 100644 --- a/_modules/pyro/advection_fv4/fluxes.html +++ b/_modules/pyro/advection_fv4/fluxes.html @@ -7,7 +7,7 @@ - pyro.advection_fv4.fluxes — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_fv4.fluxes — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_fv4/interface.html b/_modules/pyro/advection_fv4/interface.html index dd8c73ede..6f37d095e 100644 --- a/_modules/pyro/advection_fv4/interface.html +++ b/_modules/pyro/advection_fv4/interface.html @@ -7,7 +7,7 @@ - pyro.advection_fv4.interface — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_fv4.interface — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_fv4/problems/smooth.html b/_modules/pyro/advection_fv4/problems/smooth.html index c4352409a..d69de8cb0 100644 --- a/_modules/pyro/advection_fv4/problems/smooth.html +++ b/_modules/pyro/advection_fv4/problems/smooth.html @@ -7,7 +7,7 @@ - pyro.advection_fv4.problems.smooth — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_fv4.problems.smooth — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_fv4/problems/test.html b/_modules/pyro/advection_fv4/problems/test.html index 02b9b5361..6295a464b 100644 --- a/_modules/pyro/advection_fv4/problems/test.html +++ b/_modules/pyro/advection_fv4/problems/test.html @@ -7,7 +7,7 @@ - pyro.advection_fv4.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_fv4.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_fv4/problems/tophat.html b/_modules/pyro/advection_fv4/problems/tophat.html index 2ae46b4de..42a9595b6 100644 --- a/_modules/pyro/advection_fv4/problems/tophat.html +++ b/_modules/pyro/advection_fv4/problems/tophat.html @@ -7,7 +7,7 @@ - pyro.advection_fv4.problems.tophat — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_fv4.problems.tophat — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_fv4/simulation.html b/_modules/pyro/advection_fv4/simulation.html index db81f7097..de0fa5839 100644 --- a/_modules/pyro/advection_fv4/simulation.html +++ b/_modules/pyro/advection_fv4/simulation.html @@ -7,7 +7,7 @@ - pyro.advection_fv4.simulation — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_fv4.simulation — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_nonuniform/advective_fluxes.html b/_modules/pyro/advection_nonuniform/advective_fluxes.html index e0a19f56b..60f250465 100644 --- a/_modules/pyro/advection_nonuniform/advective_fluxes.html +++ b/_modules/pyro/advection_nonuniform/advective_fluxes.html @@ -7,7 +7,7 @@ - pyro.advection_nonuniform.advective_fluxes — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_nonuniform.advective_fluxes — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_nonuniform/problems/slotted.html b/_modules/pyro/advection_nonuniform/problems/slotted.html index 33b32425f..cc92ac2b8 100644 --- a/_modules/pyro/advection_nonuniform/problems/slotted.html +++ b/_modules/pyro/advection_nonuniform/problems/slotted.html @@ -7,7 +7,7 @@ - pyro.advection_nonuniform.problems.slotted — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_nonuniform.problems.slotted — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_nonuniform/problems/test.html b/_modules/pyro/advection_nonuniform/problems/test.html index 162a04893..8f5353fc8 100644 --- a/_modules/pyro/advection_nonuniform/problems/test.html +++ b/_modules/pyro/advection_nonuniform/problems/test.html @@ -7,7 +7,7 @@ - pyro.advection_nonuniform.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_nonuniform.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_nonuniform/simulation.html b/_modules/pyro/advection_nonuniform/simulation.html index 1f7104af4..50f6d6281 100644 --- a/_modules/pyro/advection_nonuniform/simulation.html +++ b/_modules/pyro/advection_nonuniform/simulation.html @@ -7,7 +7,7 @@ - pyro.advection_nonuniform.simulation — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_nonuniform.simulation — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_rk/fluxes.html b/_modules/pyro/advection_rk/fluxes.html index 2db5aae31..f562335e9 100644 --- a/_modules/pyro/advection_rk/fluxes.html +++ b/_modules/pyro/advection_rk/fluxes.html @@ -7,7 +7,7 @@ - pyro.advection_rk.fluxes — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_rk.fluxes — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_rk/problems/smooth.html b/_modules/pyro/advection_rk/problems/smooth.html index 26a28ef3d..39137fb07 100644 --- a/_modules/pyro/advection_rk/problems/smooth.html +++ b/_modules/pyro/advection_rk/problems/smooth.html @@ -7,7 +7,7 @@ - pyro.advection_rk.problems.smooth — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_rk.problems.smooth — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_rk/problems/test.html b/_modules/pyro/advection_rk/problems/test.html index 6ca1e4c3f..194c7fb2e 100644 --- a/_modules/pyro/advection_rk/problems/test.html +++ b/_modules/pyro/advection_rk/problems/test.html @@ -7,7 +7,7 @@ - pyro.advection_rk.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_rk.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_rk/problems/tophat.html b/_modules/pyro/advection_rk/problems/tophat.html index c816d439f..c8a808410 100644 --- a/_modules/pyro/advection_rk/problems/tophat.html +++ b/_modules/pyro/advection_rk/problems/tophat.html @@ -7,7 +7,7 @@ - pyro.advection_rk.problems.tophat — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_rk.problems.tophat — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_rk/simulation.html b/_modules/pyro/advection_rk/simulation.html index ee58f86a6..61678bf68 100644 --- a/_modules/pyro/advection_rk/simulation.html +++ b/_modules/pyro/advection_rk/simulation.html @@ -7,7 +7,7 @@ - pyro.advection_rk.simulation — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_rk.simulation — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_weno/fluxes.html b/_modules/pyro/advection_weno/fluxes.html index b1aff1efc..affe2394b 100644 --- a/_modules/pyro/advection_weno/fluxes.html +++ b/_modules/pyro/advection_weno/fluxes.html @@ -7,7 +7,7 @@ - pyro.advection_weno.fluxes — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_weno.fluxes — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_weno/problems/smooth.html b/_modules/pyro/advection_weno/problems/smooth.html index 729ea2f18..9251dee8b 100644 --- a/_modules/pyro/advection_weno/problems/smooth.html +++ b/_modules/pyro/advection_weno/problems/smooth.html @@ -7,7 +7,7 @@ - pyro.advection_weno.problems.smooth — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_weno.problems.smooth — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_weno/problems/test.html b/_modules/pyro/advection_weno/problems/test.html index 8289f726b..06dd4b9d5 100644 --- a/_modules/pyro/advection_weno/problems/test.html +++ b/_modules/pyro/advection_weno/problems/test.html @@ -7,7 +7,7 @@ - pyro.advection_weno.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_weno.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_weno/problems/tophat.html b/_modules/pyro/advection_weno/problems/tophat.html index 12b7a0a9e..7bde6e44f 100644 --- a/_modules/pyro/advection_weno/problems/tophat.html +++ b/_modules/pyro/advection_weno/problems/tophat.html @@ -7,7 +7,7 @@ - pyro.advection_weno.problems.tophat — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_weno.problems.tophat — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/advection_weno/simulation.html b/_modules/pyro/advection_weno/simulation.html index c9ea380e0..aac9e8c7c 100644 --- a/_modules/pyro/advection_weno/simulation.html +++ b/_modules/pyro/advection_weno/simulation.html @@ -7,7 +7,7 @@ - pyro.advection_weno.simulation — pyro 4.3.0.post17+gd058c7bb documentation + pyro.advection_weno.simulation — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers/burgers_interface.html b/_modules/pyro/burgers/burgers_interface.html index 48076f71a..173f19d57 100644 --- a/_modules/pyro/burgers/burgers_interface.html +++ b/_modules/pyro/burgers/burgers_interface.html @@ -7,7 +7,7 @@ - pyro.burgers.burgers_interface — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers.burgers_interface — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers/problems/converge.html b/_modules/pyro/burgers/problems/converge.html index e62f951cb..9ad38077a 100644 --- a/_modules/pyro/burgers/problems/converge.html +++ b/_modules/pyro/burgers/problems/converge.html @@ -7,7 +7,7 @@ - pyro.burgers.problems.converge — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers.problems.converge — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers/problems/test.html b/_modules/pyro/burgers/problems/test.html index 848c7acb3..f91e34802 100644 --- a/_modules/pyro/burgers/problems/test.html +++ b/_modules/pyro/burgers/problems/test.html @@ -7,7 +7,7 @@ - pyro.burgers.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers/problems/tophat.html b/_modules/pyro/burgers/problems/tophat.html index 63854696b..114b1ff62 100644 --- a/_modules/pyro/burgers/problems/tophat.html +++ b/_modules/pyro/burgers/problems/tophat.html @@ -7,7 +7,7 @@ - pyro.burgers.problems.tophat — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers.problems.tophat — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers/problems/verify.html b/_modules/pyro/burgers/problems/verify.html index 57315a07c..bb06f0e9b 100644 --- a/_modules/pyro/burgers/problems/verify.html +++ b/_modules/pyro/burgers/problems/verify.html @@ -7,7 +7,7 @@ - pyro.burgers.problems.verify — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers.problems.verify — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers/simulation.html b/_modules/pyro/burgers/simulation.html index 803c1283c..48b403e19 100644 --- a/_modules/pyro/burgers/simulation.html +++ b/_modules/pyro/burgers/simulation.html @@ -7,7 +7,7 @@ - pyro.burgers.simulation — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers.simulation — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers_viscous/interface.html b/_modules/pyro/burgers_viscous/interface.html index 2351a9544..f6c27583b 100644 --- a/_modules/pyro/burgers_viscous/interface.html +++ b/_modules/pyro/burgers_viscous/interface.html @@ -7,7 +7,7 @@ - pyro.burgers_viscous.interface — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers_viscous.interface — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers_viscous/problems/converge.html b/_modules/pyro/burgers_viscous/problems/converge.html index 5adb377fd..11d44984a 100644 --- a/_modules/pyro/burgers_viscous/problems/converge.html +++ b/_modules/pyro/burgers_viscous/problems/converge.html @@ -7,7 +7,7 @@ - pyro.burgers_viscous.problems.converge — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers_viscous.problems.converge — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers_viscous/problems/test.html b/_modules/pyro/burgers_viscous/problems/test.html index 04b6c13a5..ac7caf963 100644 --- a/_modules/pyro/burgers_viscous/problems/test.html +++ b/_modules/pyro/burgers_viscous/problems/test.html @@ -7,7 +7,7 @@ - pyro.burgers_viscous.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers_viscous.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers_viscous/problems/tophat.html b/_modules/pyro/burgers_viscous/problems/tophat.html index f0e7fd029..d76829efa 100644 --- a/_modules/pyro/burgers_viscous/problems/tophat.html +++ b/_modules/pyro/burgers_viscous/problems/tophat.html @@ -7,7 +7,7 @@ - pyro.burgers_viscous.problems.tophat — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers_viscous.problems.tophat — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/burgers_viscous/simulation.html b/_modules/pyro/burgers_viscous/simulation.html index 96681d0ea..20fe48be1 100644 --- a/_modules/pyro/burgers_viscous/simulation.html +++ b/_modules/pyro/burgers_viscous/simulation.html @@ -7,7 +7,7 @@ - pyro.burgers_viscous.simulation — pyro 4.3.0.post17+gd058c7bb documentation + pyro.burgers_viscous.simulation — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/BC.html b/_modules/pyro/compressible/BC.html index 1099cea30..899f4c910 100644 --- a/_modules/pyro/compressible/BC.html +++ b/_modules/pyro/compressible/BC.html @@ -7,7 +7,7 @@ - pyro.compressible.BC — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.BC — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/derives.html b/_modules/pyro/compressible/derives.html index adf3282f8..8c48a9d99 100644 --- a/_modules/pyro/compressible/derives.html +++ b/_modules/pyro/compressible/derives.html @@ -7,7 +7,7 @@ - pyro.compressible.derives — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.derives — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/eos.html b/_modules/pyro/compressible/eos.html index 695439841..b12c8e652 100644 --- a/_modules/pyro/compressible/eos.html +++ b/_modules/pyro/compressible/eos.html @@ -7,7 +7,7 @@ - pyro.compressible.eos — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.eos — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/interface.html b/_modules/pyro/compressible/interface.html index b242c26a8..259336308 100644 --- a/_modules/pyro/compressible/interface.html +++ b/_modules/pyro/compressible/interface.html @@ -7,7 +7,7 @@ - pyro.compressible.interface — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.interface — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/acoustic_pulse.html b/_modules/pyro/compressible/problems/acoustic_pulse.html index 6deafd8db..df77cdad9 100644 --- a/_modules/pyro/compressible/problems/acoustic_pulse.html +++ b/_modules/pyro/compressible/problems/acoustic_pulse.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.acoustic_pulse — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.acoustic_pulse — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/advect.html b/_modules/pyro/compressible/problems/advect.html index 44e4192a7..cd7639e18 100644 --- a/_modules/pyro/compressible/problems/advect.html +++ b/_modules/pyro/compressible/problems/advect.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.advect — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.advect — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/bubble.html b/_modules/pyro/compressible/problems/bubble.html index 9e7c93eff..70571e155 100644 --- a/_modules/pyro/compressible/problems/bubble.html +++ b/_modules/pyro/compressible/problems/bubble.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.bubble — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.bubble — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/gresho.html b/_modules/pyro/compressible/problems/gresho.html index bff6e7388..6d10baf2e 100644 --- a/_modules/pyro/compressible/problems/gresho.html +++ b/_modules/pyro/compressible/problems/gresho.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.gresho — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.gresho — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/hse.html b/_modules/pyro/compressible/problems/hse.html index 61d59baec..14843316d 100644 --- a/_modules/pyro/compressible/problems/hse.html +++ b/_modules/pyro/compressible/problems/hse.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.hse — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.hse — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/kh.html b/_modules/pyro/compressible/problems/kh.html index a74a76693..86eb96041 100644 --- a/_modules/pyro/compressible/problems/kh.html +++ b/_modules/pyro/compressible/problems/kh.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.kh — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.kh — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/logo.html b/_modules/pyro/compressible/problems/logo.html index e9dcb86f4..87c49d116 100644 --- a/_modules/pyro/compressible/problems/logo.html +++ b/_modules/pyro/compressible/problems/logo.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.logo — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.logo — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/quad.html b/_modules/pyro/compressible/problems/quad.html index 693c3a75f..e9383da6d 100644 --- a/_modules/pyro/compressible/problems/quad.html +++ b/_modules/pyro/compressible/problems/quad.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.quad — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.quad — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/ramp.html b/_modules/pyro/compressible/problems/ramp.html index a04087678..fa90485e3 100644 --- a/_modules/pyro/compressible/problems/ramp.html +++ b/_modules/pyro/compressible/problems/ramp.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.ramp — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.ramp — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/rt.html b/_modules/pyro/compressible/problems/rt.html index 1e355f763..466e12ad9 100644 --- a/_modules/pyro/compressible/problems/rt.html +++ b/_modules/pyro/compressible/problems/rt.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.rt — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.rt — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/rt2.html b/_modules/pyro/compressible/problems/rt2.html index 54458591d..5102b3f0d 100644 --- a/_modules/pyro/compressible/problems/rt2.html +++ b/_modules/pyro/compressible/problems/rt2.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.rt2 — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.rt2 — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/sedov.html b/_modules/pyro/compressible/problems/sedov.html index edf8f96c6..30e318242 100644 --- a/_modules/pyro/compressible/problems/sedov.html +++ b/_modules/pyro/compressible/problems/sedov.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.sedov — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.sedov — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/sod.html b/_modules/pyro/compressible/problems/sod.html index d7ef3fa15..30833d856 100644 --- a/_modules/pyro/compressible/problems/sod.html +++ b/_modules/pyro/compressible/problems/sod.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.sod — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.sod — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/problems/test.html b/_modules/pyro/compressible/problems/test.html index 6fadb6a8b..347f38704 100644 --- a/_modules/pyro/compressible/problems/test.html +++ b/_modules/pyro/compressible/problems/test.html @@ -7,7 +7,7 @@ - pyro.compressible.problems.test — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.problems.test — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + diff --git a/_modules/pyro/compressible/riemann.html b/_modules/pyro/compressible/riemann.html index ada1797b0..b29bbc39b 100644 --- a/_modules/pyro/compressible/riemann.html +++ b/_modules/pyro/compressible/riemann.html @@ -7,7 +7,7 @@ - pyro.compressible.riemann — pyro 4.3.0.post17+gd058c7bb documentation + pyro.compressible.riemann — pyro 4.3.0.post18+ga7532c48 documentation @@ -38,7 +38,7 @@ - + @@ -1052,6 +1052,94 @@

Source code for pyro.compressible.riemann

 
 
 
+

+[docs]
+@njit(cache=True)
+def estimate_wave_speed(rho_l, u_l, p_l, c_l,
+                        rho_r, u_r, p_r, c_r,
+                        gamma):
+
+    # Estimate the star quantities -- use one of three methods to
+    # do this -- the primitive variable Riemann solver, the two
+    # shock approximation, or the two rarefaction approximation.
+    # Pick the method based on the pressure states at the
+    # interface.
+
+    p_max = max(p_l, p_r)
+    p_min = min(p_l, p_r)
+
+    Q = p_max / p_min
+
+    rho_avg = 0.5 * (rho_l + rho_r)
+    c_avg = 0.5 * (c_l + c_r)
+
+    # primitive variable Riemann solver (Toro, 9.3)
+    factor = rho_avg * c_avg
+
+    pstar = 0.5 * (p_l + p_r) + 0.5 * (u_l - u_r) * factor
+    ustar = 0.5 * (u_l + u_r) + 0.5 * (p_l - p_r) / factor
+
+    if Q > 2 and (pstar < p_min or pstar > p_max):
+
+        # use a more accurate Riemann solver for the estimate here
+
+        if pstar < p_min:
+
+            # 2-rarefaction Riemann solver
+            z = (gamma - 1.0) / (2.0 * gamma)
+            p_lr = (p_l / p_r)**z
+
+            ustar = (p_lr * u_l / c_l + u_r / c_r +
+                     2.0 * (p_lr - 1.0) / (gamma - 1.0)) / \
+                     (p_lr / c_l + 1.0 / c_r)
+
+            pstar = 0.5 * (p_l * (1.0 + (gamma - 1.0) * (u_l - ustar) /
+                                  (2.0 * c_l))**(1.0 / z) +
+                           p_r * (1.0 + (gamma - 1.0) * (ustar - u_r) /
+                                  (2.0 * c_r))**(1.0 / z))
+
+        else:
+
+            # 2-shock Riemann solver
+            A_r = 2.0 / ((gamma + 1.0) * rho_r)
+            B_r = p_r * (gamma - 1.0) / (gamma + 1.0)
+
+            A_l = 2.0 / ((gamma + 1.0) * rho_l)
+            B_l = p_l * (gamma - 1.0) / (gamma + 1.0)
+
+            # guess of the pressure
+            p_guess = max(0.0, pstar)
+
+            g_l = np.sqrt(A_l / (p_guess + B_l))
+            g_r = np.sqrt(A_r / (p_guess + B_r))
+
+            pstar = (g_l * p_l + g_r * p_r - (u_r - u_l)) / (g_l + g_r)
+
+            ustar = 0.5 * (u_l + u_r) + \
+                        0.5 * ((pstar - p_r) * g_r - (pstar - p_l) * g_l)
+
+    # estimate the nonlinear wave speeds
+
+    if pstar <= p_l:
+        # rarefaction
+        S_l = u_l - c_l
+    else:
+        # shock
+        S_l = u_l - c_l * np.sqrt(1.0 + ((gamma + 1.0) / (2.0 * gamma)) *
+                                  (pstar / p_l - 1.0))
+
+    if pstar <= p_r:
+        # rarefaction
+        S_r = u_r + c_r
+    else:
+        # shock
+        S_r = u_r + c_r * np.sqrt(1.0 + ((gamma + 1.0) / (2.0 / gamma)) *
+                                  (pstar / p_r - 1.0))
+
+    return S_l, S_r

+
+
+
 

 [docs]
 @njit(cache=True)
@@ -1144,96 +1232,8 @@ 
Source code for pyro.compressible.riemann
             c_l = max(smallc, np.sqrt(gamma * p_l / rho_l))
             c_r = max(smallc, np.sqrt(gamma * p_r / rho_r))
 
-            # Estimate the star quantities -- use one of three methods to
-            # do this -- the primitive variable Riemann solver, the two
-            # shock approximation, or the two rarefaction approximation.
-            # Pick the method based on the pressure states at the
-            # interface.
-
-            p_max = max(p_l, p_r)
-            p_min = min(p_l, p_r)
-
-            Q = p_max / p_min
-
-            rho_avg = 0.5 * (rho_l + rho_r)
-            c_avg = 0.5 * (c_l + c_r)
-
-            # primitive variable Riemann solver (Toro, 9.3)
-            factor = rho_avg * c_avg
-            # factor2 = rho_avg / c_avg
-
-            pstar = 0.5 * (p_l + p_r) + 0.5 * (un_l - un_r) * factor
-            ustar = 0.5 * (un_l + un_r) + 0.5 * (p_l - p_r) / factor
-
-            # rhostar_l = rho_l + (un_l - ustar) * factor2
-            # rhostar_r = rho_r + (ustar - un_r) * factor2
-
-            if Q > 2 and (pstar < p_min or pstar > p_max):
-
-                # use a more accurate Riemann solver for the estimate here
-
-                if pstar < p_min:
-
-                    # 2-rarefaction Riemann solver
-                    z = (gamma - 1.0) / (2.0 * gamma)
-                    p_lr = (p_l / p_r)**z
-
-                    ustar = (p_lr * un_l / c_l + un_r / c_r +
-                             2.0 * (p_lr - 1.0) / (gamma - 1.0)) / \
-                            (p_lr / c_l + 1.0 / c_r)
-
-                    pstar = 0.5 * (p_l * (1.0 + (gamma - 1.0) * (un_l - ustar) /
-                                          (2.0 * c_l))**(1.0 / z) +
-                                   p_r * (1.0 + (gamma - 1.0) * (ustar - un_r) /
-                                          (2.0 * c_r))**(1.0 / z))
-
-                    # rhostar_l = rho_l * (pstar / p_l)**(1.0 / gamma)
-                    # rhostar_r = rho_r * (pstar / p_r)**(1.0 / gamma)
-
-                else:
-
-                    # 2-shock Riemann solver
-                    A_r = 2.0 / ((gamma + 1.0) * rho_r)
-                    B_r = p_r * (gamma - 1.0) / (gamma + 1.0)
-
-                    A_l = 2.0 / ((gamma + 1.0) * rho_l)
-                    B_l = p_l * (gamma - 1.0) / (gamma + 1.0)
-
-                    # guess of the pressure
-                    p_guess = max(0.0, pstar)
-
-                    g_l = np.sqrt(A_l / (p_guess + B_l))
-                    g_r = np.sqrt(A_r / (p_guess + B_r))
-
-                    pstar = (g_l * p_l + g_r * p_r -
-                             (un_r - un_l)) / (g_l + g_r)
-
-                    ustar = 0.5 * (un_l + un_r) + \
-                        0.5 * ((pstar - p_r) * g_r - (pstar - p_l) * g_l)
-
-                    # rhostar_l = rho_l * (pstar / p_l + (gamma - 1.0) / (gamma + 1.0)) / \
-                    #     ((gamma - 1.0) / (gamma + 1.0) * (pstar / p_l) + 1.0)
-                    #
-                    # rhostar_r = rho_r * (pstar / p_r + (gamma - 1.0) / (gamma + 1.0)) / \
-                    #     ((gamma - 1.0) / (gamma + 1.0) * (pstar / p_r) + 1.0)
-
-            # estimate the nonlinear wave speeds
-
-            if pstar <= p_l:
-                # rarefaction
-                S_l = un_l - c_l
-            else:
-                # shock
-                S_l = un_l - c_l * np.sqrt(1.0 + ((gamma + 1.0) / (2.0 * gamma)) *
-                                           (pstar / p_l - 1.0))
-
-            if pstar <= p_r:
-                # rarefaction
-                S_r = un_r + c_r
-            else:
-                # shock
-                S_r = un_r + c_r * np.sqrt(1.0 + ((gamma + 1.0) / (2.0 / gamma)) *
-                                           (pstar / p_r - 1.0))
+            S_l, S_r = estimate_wave_speed(rho_l, un_l, p_l, c_l,
+                                           rho_r, un_r, p_r, c_r, gamma)
 
             #  We could just take S_c = u_star as the estimate for the
             #  contact speed, but we can actually do this more accurately
@@ -1325,6 +1325,169 @@ 
Source code for pyro.compressible.riemann
 
 
 
+

+[docs]
+@njit(cache=True)
+def riemann_hllc_lowspeed(idir, ng,
+                          idens, ixmom, iymom, iener, irhoX, nspec,
+                          lower_solid, upper_solid,  # pylint: disable=unused-argument
+                          gamma, U_l, U_r):
+    r"""
+    This is the HLLC Riemann solver based on Toro (2009) alternate formulation
+    (Eqs. 10.43 and 10.44) and the low Mach number asymptotic fix of
+    Minoshima & Miyoshi (2021).  It is also based on the Quokka implementation.
+
+    Parameters
+    ----------
+    idir : int
+        Are we predicting to the edges in the x-direction (1) or y-direction (2)?
+    ng : int
+        The number of ghost cells
+    nspec : int
+        The number of species
+    idens, ixmom, iymom, iener, irhoX : int
+        The indices of the density, x-momentum, y-momentum, internal energy density
+        and species partial densities in the conserved state vector.
+    lower_solid, upper_solid : int
+        Are we at lower or upper solid boundaries?
+    gamma : float
+        Adiabatic index
+    U_l, U_r : ndarray
+        Conserved state on the left and right cell edges.
+
+    Returns
+    -------
+    out : ndarray
+        Conserved flux
+    """
+
+    # Only Cartesian2d is supported in HLLC
+    coord_type = 0
+
+    qx, qy, nvar = U_l.shape
+
+    F = np.zeros((qx, qy, nvar))
+
+    smallc = 1.e-10
+    smallp = 1.e-10
+
+    nx = qx - 2 * ng
+    ny = qy - 2 * ng
+    ilo = ng
+    ihi = ng + nx
+    jlo = ng
+    jhi = ng + ny
+
+    for i in range(ilo - 1, ihi + 1):
+        for j in range(jlo - 1, jhi + 1):
+
+            D_star = np.zeros(nvar)
+
+            # primitive variable states
+            rho_l = U_l[i, j, idens]
+
+            # un = normal velocity; ut = transverse velocity
+            iun = -1
+            if idir == 1:
+                un_l = U_l[i, j, ixmom] / rho_l
+                ut_l = U_l[i, j, iymom] / rho_l
+                iun = ixmom
+            else:
+                un_l = U_l[i, j, iymom] / rho_l
+                ut_l = U_l[i, j, ixmom] / rho_l
+                iun = iymom
+
+            rhoe_l = U_l[i, j, iener] - 0.5 * rho_l * (un_l**2 + ut_l**2)
+
+            p_l = rhoe_l * (gamma - 1.0)
+            p_l = max(p_l, smallp)
+
+            rho_r = U_r[i, j, idens]
+
+            if idir == 1:
+                un_r = U_r[i, j, ixmom] / rho_r
+                ut_r = U_r[i, j, iymom] / rho_r
+            else:
+                un_r = U_r[i, j, iymom] / rho_r
+                ut_r = U_r[i, j, ixmom] / rho_r
+
+            rhoe_r = U_r[i, j, iener] - 0.5 * rho_r * (un_r**2 + ut_r**2)
+
+            p_r = rhoe_r * (gamma - 1.0)
+            p_r = max(p_r, smallp)
+
+            # compute the sound speeds
+            c_l = max(smallc, np.sqrt(gamma * p_l / rho_l))
+            c_r = max(smallc, np.sqrt(gamma * p_r / rho_r))
+
+            S_l, S_r = estimate_wave_speed(rho_l, un_l, p_l, c_l,
+                                           rho_r, un_r, p_r, c_r, gamma)
+
+            # We could just take S_c = u_star as the estimate for the
+            # contact speed, but we can actually do this more accurately
+            # by using the Rankine-Hugonoit jump conditions across each
+            # of the waves (see Toro 2009 Eq, 10.37, Batten et al. SIAM
+            # J. Sci. and Stat. Comp., 18:1553 (1997)
+
+            S_c = (p_r - p_l +
+                   rho_l * un_l * (S_l - un_l) -
+                   rho_r * un_r * (S_r - un_r)) / \
+                (rho_l * (S_l - un_l) - rho_r * (S_r - un_r))
+
+            # D* is used to control the pressure addition to the star flux
+            D_star[iun] = 1.0
+            D_star[iener] = S_c
+
+            # compute the fluxes corresponding to the left and right states
+
+            U_state_l = U_l[i, j, :]
+            F_l = consFlux(idir, coord_type, gamma,
+                           idens, ixmom, iymom, iener, irhoX, nspec,
+                           U_state_l)
+
+            U_state_r = U_r[i, j, :]
+            F_r = consFlux(idir, coord_type, gamma,
+                           idens, ixmom, iymom, iener, irhoX, nspec,
+                           U_state_r)
+
+            # compute the star pressure with the low Mach correction
+            # Minoshima & Miyoshi (2021) Eq. 23.  This is actually averaging
+            # the left and right pressures (see also Toro 2009 Eq. 10.42)
+
+            vmag_l = np.sqrt(un_l**2 + ut_l**2)
+            vmag_r = np.sqrt(un_r**2 + ut_r**2)
+
+            cs_max = max(c_l, c_r)
+            chi = min(1.0, max(vmag_l, vmag_r) / cs_max)
+            phi = chi * (2.0 - chi)
+            pstar_lr = 0.5 * (p_l + p_r) + \
+                0.5 * phi * (rho_l * (S_l - un_l) * (S_c - un_l) +
+                             rho_r * (S_r - un_r) * (S_c - un_r))
+
+            # figure out which region we are in and compute the state and
+            # the interface fluxes using the HLLC Riemann solver
+            if S_r <= 0.0:
+                # R region
+                F[i, j, :] = F_r[:]
+
+            elif S_c <= 0.0 < S_r:
+                # R* region
+                F[i, j, :] = (S_c * (S_r * U_state_r - F_r) + S_r * pstar_lr * D_star) / (S_r - S_c)
+
+            elif S_l < 0.0 < S_c:
+                # L* region
+                F[i, j, :] = (S_c * (S_l * U_state_l - F_l) + S_l * pstar_lr * D_star) / (S_l - S_c)
+
+            else:
+                # L region
+                F[i, j, :] = F_l[:]
+
+            # we should deal with solid boundaries somehow here
+
+    return F

+
+
+
 

 [docs]
 def riemann_flux(idir, U_l, U_r, my_data, rp, ivars,
@@ -1371,7 +1534,9 @@ 
Source code for pyro.compressible.riemann
     riemann_method = rp.get_param("compressible.riemann")
     gamma = rp.get_param("eos.gamma")
 
-    riemann_solvers = {"HLLC": riemann_hllc, "CGF": riemann_cgf}
+    riemann_solvers = {"HLLC": riemann_hllc,
+                       "HLLC_lm": riemann_hllc_lowspeed,
+                       "CGF": riemann_cgf}
 
     if riemann_method not in riemann_solvers:
         msg.fail("ERROR: Riemann solver undefined")
@@ -1387,7 +1552,7 @@ 
Source code for pyro.compressible.riemann
                      gamma, U_l, U_r)
 
     # If riemann_method is not HLLC, then construct flux using conserved states
-    if riemann_method != "HLLC":
+    if riemann_method not in ["HLLC", "HLLC_lm"]:
         _f = consFlux(idir, myg.coord_type, gamma,
                       ivars.idens, ivars.ixmom, ivars.iymom,
                       ivars.iener, ivars.irhox, ivars.naux,
@@ -1399,7 +1564,7 @@ 
Source code for pyro.compressible.riemann
     F = ai.ArrayIndexer(d=_f, grid=myg)
     tm_riem.end()
 
-    if riemann_method != "HLLC" and return_cons:
+    if riemann_method not in ["HLLC", "HLLC_lm"] and return_cons:
         U = ai.ArrayIndexer(d=_u, grid=myg)
         return F, U
 
diff --git a/_modules/pyro/compressible/simulation.html b/_modules/pyro/compressible/simulation.html
index ebbde4fd4..99af29024 100644
--- a/_modules/pyro/compressible/simulation.html
+++ b/_modules/pyro/compressible/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible/unsplit_fluxes.html b/_modules/pyro/compressible/unsplit_fluxes.html
index 507d61a16..84f717e9d 100644
--- a/_modules/pyro/compressible/unsplit_fluxes.html
+++ b/_modules/pyro/compressible/unsplit_fluxes.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible.unsplit_fluxes — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible.unsplit_fluxes — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/fluxes.html b/_modules/pyro/compressible_fv4/fluxes.html
index e3f77c609..a8ed62772 100644
--- a/_modules/pyro/compressible_fv4/fluxes.html
+++ b/_modules/pyro/compressible_fv4/fluxes.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.fluxes — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.fluxes — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/acoustic_pulse.html b/_modules/pyro/compressible_fv4/problems/acoustic_pulse.html
index f3089de1d..c54903f51 100644
--- a/_modules/pyro/compressible_fv4/problems/acoustic_pulse.html
+++ b/_modules/pyro/compressible_fv4/problems/acoustic_pulse.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.acoustic_pulse — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.acoustic_pulse — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/advect.html b/_modules/pyro/compressible_fv4/problems/advect.html
index 03bc6115d..6c6790e08 100644
--- a/_modules/pyro/compressible_fv4/problems/advect.html
+++ b/_modules/pyro/compressible_fv4/problems/advect.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.advect — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.advect — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/bubble.html b/_modules/pyro/compressible_fv4/problems/bubble.html
index f3412415a..19d0ae42a 100644
--- a/_modules/pyro/compressible_fv4/problems/bubble.html
+++ b/_modules/pyro/compressible_fv4/problems/bubble.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.bubble — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.bubble — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/gresho.html b/_modules/pyro/compressible_fv4/problems/gresho.html
index 9c56c0b4d..3a9ecfc2e 100644
--- a/_modules/pyro/compressible_fv4/problems/gresho.html
+++ b/_modules/pyro/compressible_fv4/problems/gresho.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.gresho — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.gresho — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/hse.html b/_modules/pyro/compressible_fv4/problems/hse.html
index 35ea67fe0..8c15ab08d 100644
--- a/_modules/pyro/compressible_fv4/problems/hse.html
+++ b/_modules/pyro/compressible_fv4/problems/hse.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.hse — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.hse — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/kh.html b/_modules/pyro/compressible_fv4/problems/kh.html
index 3cafafde1..6427232de 100644
--- a/_modules/pyro/compressible_fv4/problems/kh.html
+++ b/_modules/pyro/compressible_fv4/problems/kh.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.kh — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.kh — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/logo.html b/_modules/pyro/compressible_fv4/problems/logo.html
index d5cd14b73..c2e70ab38 100644
--- a/_modules/pyro/compressible_fv4/problems/logo.html
+++ b/_modules/pyro/compressible_fv4/problems/logo.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.logo — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.logo — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/quad.html b/_modules/pyro/compressible_fv4/problems/quad.html
index 24465e767..af5b7adeb 100644
--- a/_modules/pyro/compressible_fv4/problems/quad.html
+++ b/_modules/pyro/compressible_fv4/problems/quad.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.quad — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.quad — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/ramp.html b/_modules/pyro/compressible_fv4/problems/ramp.html
index 46094936d..2ca204702 100644
--- a/_modules/pyro/compressible_fv4/problems/ramp.html
+++ b/_modules/pyro/compressible_fv4/problems/ramp.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.ramp — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.ramp — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/rt.html b/_modules/pyro/compressible_fv4/problems/rt.html
index 248e5c1fa..1d276e300 100644
--- a/_modules/pyro/compressible_fv4/problems/rt.html
+++ b/_modules/pyro/compressible_fv4/problems/rt.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.rt — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.rt — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/rt2.html b/_modules/pyro/compressible_fv4/problems/rt2.html
index 1a11285db..23986656a 100644
--- a/_modules/pyro/compressible_fv4/problems/rt2.html
+++ b/_modules/pyro/compressible_fv4/problems/rt2.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.rt2 — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.rt2 — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/sedov.html b/_modules/pyro/compressible_fv4/problems/sedov.html
index 7ef54d9cd..3773b4b42 100644
--- a/_modules/pyro/compressible_fv4/problems/sedov.html
+++ b/_modules/pyro/compressible_fv4/problems/sedov.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.sedov — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.sedov — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/sod.html b/_modules/pyro/compressible_fv4/problems/sod.html
index 0382af908..5e6a8c247 100644
--- a/_modules/pyro/compressible_fv4/problems/sod.html
+++ b/_modules/pyro/compressible_fv4/problems/sod.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.sod — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.sod — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/problems/test.html b/_modules/pyro/compressible_fv4/problems/test.html
index b97685361..026b18ab6 100644
--- a/_modules/pyro/compressible_fv4/problems/test.html
+++ b/_modules/pyro/compressible_fv4/problems/test.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.problems.test — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems.test — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_fv4/simulation.html b/_modules/pyro/compressible_fv4/simulation.html
index fd77806dd..61a7f30e4 100644
--- a/_modules/pyro/compressible_fv4/simulation.html
+++ b/_modules/pyro/compressible_fv4/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_fv4.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_react/problems/flame.html b/_modules/pyro/compressible_react/problems/flame.html
index 4ed4b47bd..3c5fc4113 100644
--- a/_modules/pyro/compressible_react/problems/flame.html
+++ b/_modules/pyro/compressible_react/problems/flame.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_react.problems.flame — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_react.problems.flame — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_react/problems/rt.html b/_modules/pyro/compressible_react/problems/rt.html
index 6305e76db..685300a59 100644
--- a/_modules/pyro/compressible_react/problems/rt.html
+++ b/_modules/pyro/compressible_react/problems/rt.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_react.problems.rt — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_react.problems.rt — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_react/simulation.html b/_modules/pyro/compressible_react/simulation.html
index 77b75296f..ce3d2b89a 100644
--- a/_modules/pyro/compressible_react/simulation.html
+++ b/_modules/pyro/compressible_react/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_react.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_react.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/fluxes.html b/_modules/pyro/compressible_rk/fluxes.html
index 63a263bb9..1faab093f 100644
--- a/_modules/pyro/compressible_rk/fluxes.html
+++ b/_modules/pyro/compressible_rk/fluxes.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.fluxes — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.fluxes — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/acoustic_pulse.html b/_modules/pyro/compressible_rk/problems/acoustic_pulse.html
index 8fe8c835f..4ec330d05 100644
--- a/_modules/pyro/compressible_rk/problems/acoustic_pulse.html
+++ b/_modules/pyro/compressible_rk/problems/acoustic_pulse.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.acoustic_pulse — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.acoustic_pulse — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/advect.html b/_modules/pyro/compressible_rk/problems/advect.html
index bbd4b64d6..283c138ea 100644
--- a/_modules/pyro/compressible_rk/problems/advect.html
+++ b/_modules/pyro/compressible_rk/problems/advect.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.advect — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.advect — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/bubble.html b/_modules/pyro/compressible_rk/problems/bubble.html
index baf8b6c9b..5bf91d0aa 100644
--- a/_modules/pyro/compressible_rk/problems/bubble.html
+++ b/_modules/pyro/compressible_rk/problems/bubble.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.bubble — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.bubble — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/gresho.html b/_modules/pyro/compressible_rk/problems/gresho.html
index f88611a1f..6fd57a089 100644
--- a/_modules/pyro/compressible_rk/problems/gresho.html
+++ b/_modules/pyro/compressible_rk/problems/gresho.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.gresho — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.gresho — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/hse.html b/_modules/pyro/compressible_rk/problems/hse.html
index aea363d03..53ed9a839 100644
--- a/_modules/pyro/compressible_rk/problems/hse.html
+++ b/_modules/pyro/compressible_rk/problems/hse.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.hse — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.hse — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/kh.html b/_modules/pyro/compressible_rk/problems/kh.html
index 46d78cf25..0a77d1ad5 100644
--- a/_modules/pyro/compressible_rk/problems/kh.html
+++ b/_modules/pyro/compressible_rk/problems/kh.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.kh — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.kh — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/logo.html b/_modules/pyro/compressible_rk/problems/logo.html
index 504f487c8..746337435 100644
--- a/_modules/pyro/compressible_rk/problems/logo.html
+++ b/_modules/pyro/compressible_rk/problems/logo.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.logo — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.logo — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/quad.html b/_modules/pyro/compressible_rk/problems/quad.html
index 06699f613..b28f70141 100644
--- a/_modules/pyro/compressible_rk/problems/quad.html
+++ b/_modules/pyro/compressible_rk/problems/quad.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.quad — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.quad — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/ramp.html b/_modules/pyro/compressible_rk/problems/ramp.html
index 5f133330f..29af087a5 100644
--- a/_modules/pyro/compressible_rk/problems/ramp.html
+++ b/_modules/pyro/compressible_rk/problems/ramp.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.ramp — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.ramp — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/rt.html b/_modules/pyro/compressible_rk/problems/rt.html
index 15cce969d..8cbdcd76d 100644
--- a/_modules/pyro/compressible_rk/problems/rt.html
+++ b/_modules/pyro/compressible_rk/problems/rt.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.rt — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.rt — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/rt2.html b/_modules/pyro/compressible_rk/problems/rt2.html
index d53fb3ae5..685f99d42 100644
--- a/_modules/pyro/compressible_rk/problems/rt2.html
+++ b/_modules/pyro/compressible_rk/problems/rt2.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.rt2 — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.rt2 — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/sedov.html b/_modules/pyro/compressible_rk/problems/sedov.html
index 06b17993a..ba9632cb0 100644
--- a/_modules/pyro/compressible_rk/problems/sedov.html
+++ b/_modules/pyro/compressible_rk/problems/sedov.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.sedov — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.sedov — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/sod.html b/_modules/pyro/compressible_rk/problems/sod.html
index f25241746..132e48a34 100644
--- a/_modules/pyro/compressible_rk/problems/sod.html
+++ b/_modules/pyro/compressible_rk/problems/sod.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.sod — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.sod — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/problems/test.html b/_modules/pyro/compressible_rk/problems/test.html
index aa58ddb3c..412c4ee38 100644
--- a/_modules/pyro/compressible_rk/problems/test.html
+++ b/_modules/pyro/compressible_rk/problems/test.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.problems.test — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.problems.test — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_rk/simulation.html b/_modules/pyro/compressible_rk/simulation.html
index 6e7dda346..587f5f793 100644
--- a/_modules/pyro/compressible_rk/simulation.html
+++ b/_modules/pyro/compressible_rk/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_rk.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_rk.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/acoustic_pulse.html b/_modules/pyro/compressible_sdc/problems/acoustic_pulse.html
index 019d152ba..82526239d 100644
--- a/_modules/pyro/compressible_sdc/problems/acoustic_pulse.html
+++ b/_modules/pyro/compressible_sdc/problems/acoustic_pulse.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.acoustic_pulse — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.acoustic_pulse — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/advect.html b/_modules/pyro/compressible_sdc/problems/advect.html
index 26456fd3e..849122b84 100644
--- a/_modules/pyro/compressible_sdc/problems/advect.html
+++ b/_modules/pyro/compressible_sdc/problems/advect.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.advect — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.advect — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/bubble.html b/_modules/pyro/compressible_sdc/problems/bubble.html
index 673347426..f7196c864 100644
--- a/_modules/pyro/compressible_sdc/problems/bubble.html
+++ b/_modules/pyro/compressible_sdc/problems/bubble.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.bubble — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.bubble — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/gresho.html b/_modules/pyro/compressible_sdc/problems/gresho.html
index 072e4519a..ae3407f4a 100644
--- a/_modules/pyro/compressible_sdc/problems/gresho.html
+++ b/_modules/pyro/compressible_sdc/problems/gresho.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.gresho — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.gresho — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/hse.html b/_modules/pyro/compressible_sdc/problems/hse.html
index bbd345441..2bef08d64 100644
--- a/_modules/pyro/compressible_sdc/problems/hse.html
+++ b/_modules/pyro/compressible_sdc/problems/hse.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.hse — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.hse — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/kh.html b/_modules/pyro/compressible_sdc/problems/kh.html
index c2e77f7e9..ee720d6ff 100644
--- a/_modules/pyro/compressible_sdc/problems/kh.html
+++ b/_modules/pyro/compressible_sdc/problems/kh.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.kh — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.kh — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/logo.html b/_modules/pyro/compressible_sdc/problems/logo.html
index 91544c32c..e2ceecdb4 100644
--- a/_modules/pyro/compressible_sdc/problems/logo.html
+++ b/_modules/pyro/compressible_sdc/problems/logo.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.logo — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.logo — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/quad.html b/_modules/pyro/compressible_sdc/problems/quad.html
index 1f26375ab..fac7b6547 100644
--- a/_modules/pyro/compressible_sdc/problems/quad.html
+++ b/_modules/pyro/compressible_sdc/problems/quad.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.quad — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.quad — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/ramp.html b/_modules/pyro/compressible_sdc/problems/ramp.html
index 6208e4b10..2e276283b 100644
--- a/_modules/pyro/compressible_sdc/problems/ramp.html
+++ b/_modules/pyro/compressible_sdc/problems/ramp.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.ramp — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.ramp — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/rt.html b/_modules/pyro/compressible_sdc/problems/rt.html
index 79d54cc2d..066291d82 100644
--- a/_modules/pyro/compressible_sdc/problems/rt.html
+++ b/_modules/pyro/compressible_sdc/problems/rt.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.rt — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.rt — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/rt2.html b/_modules/pyro/compressible_sdc/problems/rt2.html
index 85c0f733a..9ed299d31 100644
--- a/_modules/pyro/compressible_sdc/problems/rt2.html
+++ b/_modules/pyro/compressible_sdc/problems/rt2.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.rt2 — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.rt2 — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/sedov.html b/_modules/pyro/compressible_sdc/problems/sedov.html
index 6cbec646c..1a517d33f 100644
--- a/_modules/pyro/compressible_sdc/problems/sedov.html
+++ b/_modules/pyro/compressible_sdc/problems/sedov.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.sedov — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.sedov — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/sod.html b/_modules/pyro/compressible_sdc/problems/sod.html
index 68aac96fb..ad3ad7603 100644
--- a/_modules/pyro/compressible_sdc/problems/sod.html
+++ b/_modules/pyro/compressible_sdc/problems/sod.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.sod — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.sod — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/problems/test.html b/_modules/pyro/compressible_sdc/problems/test.html
index 3b55694fe..39c475e80 100644
--- a/_modules/pyro/compressible_sdc/problems/test.html
+++ b/_modules/pyro/compressible_sdc/problems/test.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.problems.test — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.problems.test — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/compressible_sdc/simulation.html b/_modules/pyro/compressible_sdc/simulation.html
index 1a88f68e7..8d4e44fbc 100644
--- a/_modules/pyro/compressible_sdc/simulation.html
+++ b/_modules/pyro/compressible_sdc/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.compressible_sdc.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_sdc.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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diff --git a/_modules/pyro/diffusion/problems/gaussian.html b/_modules/pyro/diffusion/problems/gaussian.html
index c013c87d4..6ab036a5f 100644
--- a/_modules/pyro/diffusion/problems/gaussian.html
+++ b/_modules/pyro/diffusion/problems/gaussian.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.diffusion.problems.gaussian — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.diffusion.problems.gaussian — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/diffusion/problems/test.html b/_modules/pyro/diffusion/problems/test.html
index 0ec2c54b4..37dbe8f51 100644
--- a/_modules/pyro/diffusion/problems/test.html
+++ b/_modules/pyro/diffusion/problems/test.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.diffusion.problems.test — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.diffusion.problems.test — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/diffusion/simulation.html b/_modules/pyro/diffusion/simulation.html
index 96c9f0a14..bdf103ded 100644
--- a/_modules/pyro/diffusion/simulation.html
+++ b/_modules/pyro/diffusion/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.diffusion.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.diffusion.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible/incomp_interface.html b/_modules/pyro/incompressible/incomp_interface.html
index d6a26bba7..d7e5893b4 100644
--- a/_modules/pyro/incompressible/incomp_interface.html
+++ b/_modules/pyro/incompressible/incomp_interface.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible.incomp_interface — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible.incomp_interface — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible/problems/converge.html b/_modules/pyro/incompressible/problems/converge.html
index a8a6e945f..11252de26 100644
--- a/_modules/pyro/incompressible/problems/converge.html
+++ b/_modules/pyro/incompressible/problems/converge.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible.problems.converge — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible.problems.converge — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible/problems/shear.html b/_modules/pyro/incompressible/problems/shear.html
index 0faf9cd6e..7c0b237f3 100644
--- a/_modules/pyro/incompressible/problems/shear.html
+++ b/_modules/pyro/incompressible/problems/shear.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible.problems.shear — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible.problems.shear — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible/simulation.html b/_modules/pyro/incompressible/simulation.html
index bd96643dd..5c75f927c 100644
--- a/_modules/pyro/incompressible/simulation.html
+++ b/_modules/pyro/incompressible/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible_viscous/BC.html b/_modules/pyro/incompressible_viscous/BC.html
index 7c081e3bb..fdc8c8a71 100644
--- a/_modules/pyro/incompressible_viscous/BC.html
+++ b/_modules/pyro/incompressible_viscous/BC.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible_viscous.BC — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible_viscous.BC — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible_viscous/problems/cavity.html b/_modules/pyro/incompressible_viscous/problems/cavity.html
index d76894642..8f4e65975 100644
--- a/_modules/pyro/incompressible_viscous/problems/cavity.html
+++ b/_modules/pyro/incompressible_viscous/problems/cavity.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible_viscous.problems.cavity — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible_viscous.problems.cavity — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible_viscous/problems/converge.html b/_modules/pyro/incompressible_viscous/problems/converge.html
index 9bf7b6a18..12c6f2bbe 100644
--- a/_modules/pyro/incompressible_viscous/problems/converge.html
+++ b/_modules/pyro/incompressible_viscous/problems/converge.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible_viscous.problems.converge — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible_viscous.problems.converge — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible_viscous/problems/plot_cavity.html b/_modules/pyro/incompressible_viscous/problems/plot_cavity.html
index 733e75781..3e62db089 100644
--- a/_modules/pyro/incompressible_viscous/problems/plot_cavity.html
+++ b/_modules/pyro/incompressible_viscous/problems/plot_cavity.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible_viscous.problems.plot_cavity — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible_viscous.problems.plot_cavity — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/incompressible_viscous/problems/shear.html b/_modules/pyro/incompressible_viscous/problems/shear.html
index 95c484cf8..fcb5fc5fd 100644
--- a/_modules/pyro/incompressible_viscous/problems/shear.html
+++ b/_modules/pyro/incompressible_viscous/problems/shear.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible_viscous.problems.shear — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible_viscous.problems.shear — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/incompressible_viscous/simulation.html b/_modules/pyro/incompressible_viscous/simulation.html
index f9fdf075c..291b71507 100644
--- a/_modules/pyro/incompressible_viscous/simulation.html
+++ b/_modules/pyro/incompressible_viscous/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.incompressible_viscous.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.incompressible_viscous.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/lm_atm/LM_atm_interface.html b/_modules/pyro/lm_atm/LM_atm_interface.html
index 6cd75af22..3dc738c62 100644
--- a/_modules/pyro/lm_atm/LM_atm_interface.html
+++ b/_modules/pyro/lm_atm/LM_atm_interface.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.lm_atm.LM_atm_interface — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.lm_atm.LM_atm_interface — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/lm_atm/problems/bubble.html b/_modules/pyro/lm_atm/problems/bubble.html
index 06246555c..d6adf682a 100644
--- a/_modules/pyro/lm_atm/problems/bubble.html
+++ b/_modules/pyro/lm_atm/problems/bubble.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.lm_atm.problems.bubble — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.lm_atm.problems.bubble — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/lm_atm/simulation.html b/_modules/pyro/lm_atm/simulation.html
index 47f65d927..f50336cd5 100644
--- a/_modules/pyro/lm_atm/simulation.html
+++ b/_modules/pyro/lm_atm/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.lm_atm.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.lm_atm.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/mesh/array_indexer.html b/_modules/pyro/mesh/array_indexer.html
index 3641bcd72..93f500962 100644
--- a/_modules/pyro/mesh/array_indexer.html
+++ b/_modules/pyro/mesh/array_indexer.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.mesh.array_indexer — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.mesh.array_indexer — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/mesh/boundary.html b/_modules/pyro/mesh/boundary.html
index e434ba0a2..53bfff5a0 100644
--- a/_modules/pyro/mesh/boundary.html
+++ b/_modules/pyro/mesh/boundary.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.mesh.boundary — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.mesh.boundary — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/mesh/fv.html b/_modules/pyro/mesh/fv.html
index 5c3a4ea80..34262de06 100644
--- a/_modules/pyro/mesh/fv.html
+++ b/_modules/pyro/mesh/fv.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.mesh.fv — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.mesh.fv — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/mesh/integration.html b/_modules/pyro/mesh/integration.html
index f47784a25..8c24d05c9 100644
--- a/_modules/pyro/mesh/integration.html
+++ b/_modules/pyro/mesh/integration.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.mesh.integration — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.mesh.integration — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/mesh/patch.html b/_modules/pyro/mesh/patch.html
index dec5c2c5e..f9552b57b 100644
--- a/_modules/pyro/mesh/patch.html
+++ b/_modules/pyro/mesh/patch.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.mesh.patch — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.mesh.patch — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/mesh/reconstruction.html b/_modules/pyro/mesh/reconstruction.html
index a28940b99..4e8966fc5 100644
--- a/_modules/pyro/mesh/reconstruction.html
+++ b/_modules/pyro/mesh/reconstruction.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.mesh.reconstruction — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.mesh.reconstruction — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/MG.html b/_modules/pyro/multigrid/MG.html
index 83357a693..7b95fc790 100644
--- a/_modules/pyro/multigrid/MG.html
+++ b/_modules/pyro/multigrid/MG.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.MG — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.MG — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/edge_coeffs.html b/_modules/pyro/multigrid/edge_coeffs.html
index c020d1d65..cf9ebce19 100644
--- a/_modules/pyro/multigrid/edge_coeffs.html
+++ b/_modules/pyro/multigrid/edge_coeffs.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.edge_coeffs — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.edge_coeffs — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_general_alphabeta_only.html b/_modules/pyro/multigrid/examples/mg_test_general_alphabeta_only.html
index b00217f6e..27f504cd7 100644
--- a/_modules/pyro/multigrid/examples/mg_test_general_alphabeta_only.html
+++ b/_modules/pyro/multigrid/examples/mg_test_general_alphabeta_only.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_general_alphabeta_only — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_general_alphabeta_only — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_general_beta_only.html b/_modules/pyro/multigrid/examples/mg_test_general_beta_only.html
index 3c98ce261..76694a409 100644
--- a/_modules/pyro/multigrid/examples/mg_test_general_beta_only.html
+++ b/_modules/pyro/multigrid/examples/mg_test_general_beta_only.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_general_beta_only — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_general_beta_only — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_general_constant.html b/_modules/pyro/multigrid/examples/mg_test_general_constant.html
index 3ec157943..05f16285d 100644
--- a/_modules/pyro/multigrid/examples/mg_test_general_constant.html
+++ b/_modules/pyro/multigrid/examples/mg_test_general_constant.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_general_constant — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_general_constant — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_general_dirichlet.html b/_modules/pyro/multigrid/examples/mg_test_general_dirichlet.html
index de59b04fc..c7c15994e 100644
--- a/_modules/pyro/multigrid/examples/mg_test_general_dirichlet.html
+++ b/_modules/pyro/multigrid/examples/mg_test_general_dirichlet.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_general_dirichlet — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_general_dirichlet — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_general_inhomogeneous.html b/_modules/pyro/multigrid/examples/mg_test_general_inhomogeneous.html
index d85cb1ce6..b9bb4ba96 100644
--- a/_modules/pyro/multigrid/examples/mg_test_general_inhomogeneous.html
+++ b/_modules/pyro/multigrid/examples/mg_test_general_inhomogeneous.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_general_inhomogeneous — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_general_inhomogeneous — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_simple.html b/_modules/pyro/multigrid/examples/mg_test_simple.html
index fb03c8d01..c3256c13b 100644
--- a/_modules/pyro/multigrid/examples/mg_test_simple.html
+++ b/_modules/pyro/multigrid/examples/mg_test_simple.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_simple — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_simple — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_vc_constant.html b/_modules/pyro/multigrid/examples/mg_test_vc_constant.html
index 5a8d487b0..78bd74ed2 100644
--- a/_modules/pyro/multigrid/examples/mg_test_vc_constant.html
+++ b/_modules/pyro/multigrid/examples/mg_test_vc_constant.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_vc_constant — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_vc_constant — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_vc_dirichlet.html b/_modules/pyro/multigrid/examples/mg_test_vc_dirichlet.html
index 76917834f..1c77858fc 100644
--- a/_modules/pyro/multigrid/examples/mg_test_vc_dirichlet.html
+++ b/_modules/pyro/multigrid/examples/mg_test_vc_dirichlet.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_vc_dirichlet — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_vc_dirichlet — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_test_vc_periodic.html b/_modules/pyro/multigrid/examples/mg_test_vc_periodic.html
index b227f02d0..39ab7773f 100644
--- a/_modules/pyro/multigrid/examples/mg_test_vc_periodic.html
+++ b/_modules/pyro/multigrid/examples/mg_test_vc_periodic.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_test_vc_periodic — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_test_vc_periodic — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/mg_vis.html b/_modules/pyro/multigrid/examples/mg_vis.html
index 41b552103..89901838d 100644
--- a/_modules/pyro/multigrid/examples/mg_vis.html
+++ b/_modules/pyro/multigrid/examples/mg_vis.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.mg_vis — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.mg_vis — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/project_periodic.html b/_modules/pyro/multigrid/examples/project_periodic.html
index 95acd20ec..aebd5ca36 100644
--- a/_modules/pyro/multigrid/examples/project_periodic.html
+++ b/_modules/pyro/multigrid/examples/project_periodic.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.project_periodic — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.project_periodic — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/examples/prolong_restrict_demo.html b/_modules/pyro/multigrid/examples/prolong_restrict_demo.html
index 60fb054b9..5966bdf89 100644
--- a/_modules/pyro/multigrid/examples/prolong_restrict_demo.html
+++ b/_modules/pyro/multigrid/examples/prolong_restrict_demo.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.examples.prolong_restrict_demo — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.examples.prolong_restrict_demo — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
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+    
     
     
     
diff --git a/_modules/pyro/multigrid/general_MG.html b/_modules/pyro/multigrid/general_MG.html
index c1608473b..99809f5be 100644
--- a/_modules/pyro/multigrid/general_MG.html
+++ b/_modules/pyro/multigrid/general_MG.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.general_MG — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.general_MG — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/multigrid/variable_coeff_MG.html b/_modules/pyro/multigrid/variable_coeff_MG.html
index 80ef77ee1..03d54e1de 100644
--- a/_modules/pyro/multigrid/variable_coeff_MG.html
+++ b/_modules/pyro/multigrid/variable_coeff_MG.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.multigrid.variable_coeff_MG — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.multigrid.variable_coeff_MG — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/particles/particles.html b/_modules/pyro/particles/particles.html
index 113ebaa57..61ac2f0e6 100644
--- a/_modules/pyro/particles/particles.html
+++ b/_modules/pyro/particles/particles.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.particles.particles — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.particles.particles — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/plot.html b/_modules/pyro/plot.html
index 5a1eebd28..5201a85a5 100644
--- a/_modules/pyro/plot.html
+++ b/_modules/pyro/plot.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.plot — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.plot — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/pyro_sim.html b/_modules/pyro/pyro_sim.html
index 38401c5c4..2535155cb 100644
--- a/_modules/pyro/pyro_sim.html
+++ b/_modules/pyro/pyro_sim.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.pyro_sim — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.pyro_sim — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/simulation_null.html b/_modules/pyro/simulation_null.html
index 4f04c95a2..571cb8237 100644
--- a/_modules/pyro/simulation_null.html
+++ b/_modules/pyro/simulation_null.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.simulation_null — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.simulation_null — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/derives.html b/_modules/pyro/swe/derives.html
index 0e2802f16..2ff72ac90 100644
--- a/_modules/pyro/swe/derives.html
+++ b/_modules/pyro/swe/derives.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.derives — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.derives — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/interface.html b/_modules/pyro/swe/interface.html
index b96fea788..898112ca5 100644
--- a/_modules/pyro/swe/interface.html
+++ b/_modules/pyro/swe/interface.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.interface — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.interface — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/problems/acoustic_pulse.html b/_modules/pyro/swe/problems/acoustic_pulse.html
index cc1ef12da..7145ac1fa 100644
--- a/_modules/pyro/swe/problems/acoustic_pulse.html
+++ b/_modules/pyro/swe/problems/acoustic_pulse.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.problems.acoustic_pulse — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.problems.acoustic_pulse — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/problems/advect.html b/_modules/pyro/swe/problems/advect.html
index 8cdabdcb6..990affb82 100644
--- a/_modules/pyro/swe/problems/advect.html
+++ b/_modules/pyro/swe/problems/advect.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.problems.advect — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.problems.advect — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/problems/dam.html b/_modules/pyro/swe/problems/dam.html
index 64fcd72f4..05a879101 100644
--- a/_modules/pyro/swe/problems/dam.html
+++ b/_modules/pyro/swe/problems/dam.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.problems.dam — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.problems.dam — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/problems/kh.html b/_modules/pyro/swe/problems/kh.html
index 2f967dc1b..090f5d79d 100644
--- a/_modules/pyro/swe/problems/kh.html
+++ b/_modules/pyro/swe/problems/kh.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.problems.kh — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.problems.kh — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/problems/logo.html b/_modules/pyro/swe/problems/logo.html
index 1dcb37f79..d113f9786 100644
--- a/_modules/pyro/swe/problems/logo.html
+++ b/_modules/pyro/swe/problems/logo.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.problems.logo — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.problems.logo — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/problems/quad.html b/_modules/pyro/swe/problems/quad.html
index 1d1d83605..a9cd9d03f 100644
--- a/_modules/pyro/swe/problems/quad.html
+++ b/_modules/pyro/swe/problems/quad.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.problems.quad — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.problems.quad — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/problems/test.html b/_modules/pyro/swe/problems/test.html
index 89b23920d..9f7e504b6 100644
--- a/_modules/pyro/swe/problems/test.html
+++ b/_modules/pyro/swe/problems/test.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.problems.test — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.problems.test — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/simulation.html b/_modules/pyro/swe/simulation.html
index 4ef6c1e6c..9fb04e659 100644
--- a/_modules/pyro/swe/simulation.html
+++ b/_modules/pyro/swe/simulation.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.simulation — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.simulation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/swe/unsplit_fluxes.html b/_modules/pyro/swe/unsplit_fluxes.html
index a11b90a69..ed90e64bf 100644
--- a/_modules/pyro/swe/unsplit_fluxes.html
+++ b/_modules/pyro/swe/unsplit_fluxes.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.swe.unsplit_fluxes — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.swe.unsplit_fluxes — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/test.html b/_modules/pyro/test.html
index 7bdf274f4..790d1d8ea 100644
--- a/_modules/pyro/test.html
+++ b/_modules/pyro/test.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.test — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.test — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/util/compare.html b/_modules/pyro/util/compare.html
index 30df0fac1..6c20a4a97 100644
--- a/_modules/pyro/util/compare.html
+++ b/_modules/pyro/util/compare.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.util.compare — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.util.compare — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/util/io_pyro.html b/_modules/pyro/util/io_pyro.html
index 484aa9c82..e1bd110a5 100644
--- a/_modules/pyro/util/io_pyro.html
+++ b/_modules/pyro/util/io_pyro.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.util.io_pyro — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.util.io_pyro — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/util/msg.html b/_modules/pyro/util/msg.html
index 038006f5d..9a48ea741 100644
--- a/_modules/pyro/util/msg.html
+++ b/_modules/pyro/util/msg.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.util.msg — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.util.msg — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/util/plot_tools.html b/_modules/pyro/util/plot_tools.html
index a7893413e..adb6649dc 100644
--- a/_modules/pyro/util/plot_tools.html
+++ b/_modules/pyro/util/plot_tools.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.util.plot_tools — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.util.plot_tools — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/util/profile_pyro.html b/_modules/pyro/util/profile_pyro.html
index bd4247037..a7f298a74 100644
--- a/_modules/pyro/util/profile_pyro.html
+++ b/_modules/pyro/util/profile_pyro.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.util.profile_pyro — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.util.profile_pyro — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_modules/pyro/util/runparams.html b/_modules/pyro/util/runparams.html
index b73cbf9a3..27c15e776 100644
--- a/_modules/pyro/util/runparams.html
+++ b/_modules/pyro/util/runparams.html
@@ -7,7 +7,7 @@
   
     
     
-    pyro.util.runparams — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.util.runparams — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index 36c0c49ff..0c06665a7 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '4.3.0.post17+gd058c7bb',
+    VERSION: '4.3.0.post18+ga7532c48',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/ack.html b/ack.html
index bbf70ad10..e24b53b4b 100644
--- a/ack.html
+++ b/ack.html
@@ -8,7 +8,7 @@
     
     
 
-    Acknowledgments — pyro 4.3.0.post17+gd058c7bb documentation
+    Acknowledgments — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/adding_a_problem_jupyter.html b/adding_a_problem_jupyter.html
index 68fe153a8..817dc7426 100644
--- a/adding_a_problem_jupyter.html
+++ b/adding_a_problem_jupyter.html
@@ -8,7 +8,7 @@
     
     
 
-    Defining our own problem in Jupyter — pyro 4.3.0.post17+gd058c7bb documentation
+    Defining our own problem in Jupyter — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
@@ -590,7 +590,7 @@ 
Defining our own problem in Jupyter
 
-<matplotlib.image.AxesImage at 0x7f3fcc92f050>
+<matplotlib.image.AxesImage at 0x7ff2ddbf2e10>
 

 

 

diff --git a/adding_a_problem_jupyter.ipynb b/adding_a_problem_jupyter.ipynb
index 421963caa..030e13bf8 100644
--- a/adding_a_problem_jupyter.ipynb
+++ b/adding_a_problem_jupyter.ipynb
@@ -47,10 +47,10 @@
    "id": "c338ff6e-85c1-442b-a058-1e0a112d9c06",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.254933Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.254755Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.605674Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.605119Z"
+     "iopub.execute_input": "2024-09-20T14:51:56.732131Z",
+     "iopub.status.busy": "2024-09-20T14:51:56.731961Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.084063Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.083477Z"
     }
    },
    "outputs": [],
@@ -65,10 +65,10 @@
    "id": "4dbc1140-cb59-4ef4-9e81-505dc52c8898",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.607831Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.607438Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.611058Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.610462Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.086213Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.085853Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.089397Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.088928Z"
     }
    },
    "outputs": [],
@@ -85,10 +85,10 @@
    "id": "b118c570-7c6f-47d1-bf5f-423ad26f9ec5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.612715Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.612404Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.615490Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.615042Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.091231Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.090894Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.093953Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.093534Z"
     }
    },
    "outputs": [],
@@ -104,17 +104,17 @@
    "id": "20fadd76-785e-4901-ae34-73a256afa7cb",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.617198Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.616867Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.755012Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.754514Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.095718Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.095371Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.351131Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.350620Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       ""
+       ""
       ]
      },
      "execution_count": 4,
@@ -151,10 +151,10 @@
    "id": "d7f3180f-5284-451a-8684-839318bb6657",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.756694Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.756534Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.819385Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.818823Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.353119Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.352741Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.417100Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.416499Z"
     }
    },
    "outputs": [],
@@ -186,10 +186,10 @@
    "id": "0d8dae4c-4dc1-481d-92b2-1433b8d50f7a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.821468Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.821226Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.823941Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.823493Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.419382Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.418941Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.421900Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.421419Z"
     }
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    "outputs": [],
@@ -212,10 +212,10 @@
    "id": "2b2624cf-0548-4261-80f8-ebc3795b4dca",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.825670Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.825341Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.828714Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.828278Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.423467Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.423305Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.426916Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.426457Z"
     }
    },
    "outputs": [],
@@ -251,10 +251,10 @@
    "id": "bf4507fc-1f57-4256-92f8-59dc203fc532",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.830241Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.830085Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.832550Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.832121Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.428592Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.428267Z",
+     "iopub.status.idle": "2024-09-20T14:51:57.431051Z",
+     "shell.execute_reply": "2024-09-20T14:51:57.430478Z"
     }
    },
    "outputs": [],
@@ -268,10 +268,10 @@
    "id": "13b716fd-ae4a-4722-be37-c153990160fc",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:27.833992Z",
-     "iopub.status.busy": "2024-09-20T14:49:27.833827Z",
-     "iopub.status.idle": "2024-09-20T14:49:27.838142Z",
-     "shell.execute_reply": "2024-09-20T14:49:27.837680Z"
+     "iopub.execute_input": "2024-09-20T14:51:57.432812Z",
+     "iopub.status.busy": "2024-09-20T14:51:57.432489Z",
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@@ -295,10 +295,10 @@
    "id": "feb5a2e4-2dd4-4795-bb13-47e984c03b5b",
    "metadata": {
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    "outputs": [
@@ -346,10 +346,10 @@
    "id": "e671c3a6-b4bd-48b8-9906-c9ff76e94fa1",
    "metadata": {
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@@ -420,10 +420,10 @@
    "id": "d9ea2697-f7df-4fbf-ae30-1e4d0cb9b118",
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:49:28.207501Z"
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    "outputs": [
@@ -475,10 +475,10 @@
    "id": "1793bf37-cfec-4dc2-9cc6-8dc4a3509d28",
    "metadata": {
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-     "iopub.execute_input": "2024-09-20T14:49:28.209647Z",
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     }
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diff --git a/advection-error.html b/advection-error.html
index 94c41f85b..0f1baea64 100644
--- a/advection-error.html
+++ b/advection-error.html
@@ -8,7 +8,7 @@
     
     
 
-    Error Measurement of the advection_fv4 Solver — pyro 4.3.0.post17+gd058c7bb documentation
+    Error Measurement of the advection_fv4 Solver — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/advection-error.ipynb b/advection-error.ipynb
index ede18a0cf..8421429c0 100644
--- a/advection-error.ipynb
+++ b/advection-error.ipynb
@@ -22,10 +22,10 @@
    "id": "a0c724f7-80f8-4370-a710-46179544ef0c",
    "metadata": {
     "execution": {
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-     "shell.execute_reply": "2024-09-20T14:49:30.760622Z"
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     }
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    "outputs": [],
@@ -47,10 +47,10 @@
    "id": "d57770ad-f3a0-473b-af9b-409f17d2fcf0",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:30.763462Z",
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     }
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    "outputs": [],
@@ -73,10 +73,10 @@
    "id": "6c720f78-f0d5-4e27-9d25-15bb879036f6",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:30.767509Z",
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-     "shell.execute_reply": "2024-09-20T14:49:30.769269Z"
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     }
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@@ -99,10 +99,10 @@
    "id": "e0f55d5c-f57b-4a14-ba42-c96144356d88",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:49:30.771416Z",
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     }
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    "outputs": [
@@ -169,10 +169,10 @@
    "id": "365e9dca-ae04-4519-955a-f5f1a807d580",
    "metadata": {
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    "outputs": [
@@ -209,10 +209,10 @@
    "id": "2dd93e31-ac10-485c-ab4c-9dab14af1ad9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:50:24.202098Z",
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-     "shell.execute_reply": "2024-09-20T14:50:24.518431Z"
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     }
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diff --git a/advection_basics.html b/advection_basics.html
index 2ef95067d..4d6755c05 100644
--- a/advection_basics.html
+++ b/advection_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Advection — pyro 4.3.0.post17+gd058c7bb documentation
+    Advection — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/analysis.html b/analysis.html
index 803009f13..f1fb4fa12 100644
--- a/analysis.html
+++ b/analysis.html
@@ -8,7 +8,7 @@
     
     
 
-    Analysis routines — pyro 4.3.0.post17+gd058c7bb documentation
+    Analysis routines — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/burgers_basics.html b/burgers_basics.html
index 2145aa759..8f1d1bd9e 100644
--- a/burgers_basics.html
+++ b/burgers_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Burgers’ Equation — pyro 4.3.0.post17+gd058c7bb documentation
+    Burgers’ Equation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/compressible-convergence.html b/compressible-convergence.html
index 8a9b0da19..3dfb475e9 100644
--- a/compressible-convergence.html
+++ b/compressible-convergence.html
@@ -8,7 +8,7 @@
     
     
 
-    Convergence of the compressible solvers — pyro 4.3.0.post17+gd058c7bb documentation
+    Convergence of the compressible solvers — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/compressible-convergence.ipynb b/compressible-convergence.ipynb
index 45f80b742..d1b3433ad 100644
--- a/compressible-convergence.ipynb
+++ b/compressible-convergence.ipynb
@@ -24,10 +24,10 @@
    "id": "0c19f42b-16f1-48a8-ba19-e07f5addabd1",
    "metadata": {
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     }
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@@ -53,10 +53,10 @@
    "id": "90900ff2-27b5-4642-a1de-006a9a30d975",
    "metadata": {
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     }
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@@ -87,10 +87,10 @@
    "id": "cc7c0964-e0cf-43f4-8ca8-3ea6ed11c9fd",
    "metadata": {
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@@ -121,10 +121,10 @@
    "id": "9705ab17-81c6-4b8a-becd-6a9af75371e1",
    "metadata": {
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@@ -139,10 +139,10 @@
    "id": "97d051b5-563a-40ea-a838-9b4f7832380f",
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:51:49.161619Z"
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    "outputs": [
@@ -195,10 +195,10 @@
    "id": "dd7a64cb-992e-4e0f-96f7-c8c03c0ca3eb",
    "metadata": {
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     }
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@@ -220,10 +220,10 @@
    "id": "f03120c8-bc1d-4f0d-b79f-e498c64076a3",
    "metadata": {
     "execution": {
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-     "shell.execute_reply": "2024-09-20T14:53:30.040921Z"
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     }
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    "outputs": [
diff --git a/compressible-rt-compare.html b/compressible-rt-compare.html
index 72d1726b5..70feb114d 100644
--- a/compressible-rt-compare.html
+++ b/compressible-rt-compare.html
@@ -8,7 +8,7 @@
     
     
 
-    Comparing the Compressible Solvers — pyro 4.3.0.post17+gd058c7bb documentation
+    Comparing the Compressible Solvers — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
@@ -753,7 +753,7 @@ 
Comparisons
 
-<matplotlib.colorbar.Colorbar at 0x7f99a83ea410>
+<matplotlib.colorbar.Colorbar at 0x7fd752574fd0>
 

 

 

@@ -886,7 +886,7 @@ 
Kelvin-Helmholtz
 
-<matplotlib.colorbar.Colorbar at 0x7f99a82c8090>
+<matplotlib.colorbar.Colorbar at 0x7fd75274ce90>
 

 

 

diff --git a/compressible-rt-compare.ipynb b/compressible-rt-compare.ipynb
index 329b8d031..211f4f350 100644
--- a/compressible-rt-compare.ipynb
+++ b/compressible-rt-compare.ipynb
@@ -22,10 +22,10 @@
    "id": "2151f491-17f2-4d7f-bc75-1f4f2fa93bdd",
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:53:32.447346Z"
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     }
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    "outputs": [],
@@ -63,10 +63,10 @@
    "id": "bfce18f5-a7e7-4e41-b547-75e1948155e8",
    "metadata": {
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-     "iopub.execute_input": "2024-09-20T14:53:32.450168Z",
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-     "shell.execute_reply": "2024-09-20T14:53:32.592435Z"
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@@ -163,10 +163,10 @@
    "id": "a3278d6b-81b6-4c17-a214-17840c162fbf",
    "metadata": {
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-     "iopub.execute_input": "2024-09-20T14:53:32.595106Z",
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-     "shell.execute_reply": "2024-09-20T14:54:12.505682Z"
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@@ -225,10 +225,10 @@
    "id": "2940380a-67f3-4dff-8bd8-af8079464d30",
    "metadata": {
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diff --git a/compressible_basics.html b/compressible_basics.html
index 58500eb34..f38b82399 100644
--- a/compressible_basics.html
+++ b/compressible_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Compressible hydrodynamics — pyro 4.3.0.post17+gd058c7bb documentation
+    Compressible hydrodynamics — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/design.html b/design.html
index d3a88e9ec..fde3f771c 100644
--- a/design.html
+++ b/design.html
@@ -8,7 +8,7 @@
     
     
 
-    Design ideas — pyro 4.3.0.post17+gd058c7bb documentation
+    Design ideas — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
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diff --git a/diffusion_basics.html b/diffusion_basics.html
index 70ca99151..c98b53aa3 100644
--- a/diffusion_basics.html
+++ b/diffusion_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Diffusion — pyro 4.3.0.post17+gd058c7bb documentation
+    Diffusion — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
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diff --git a/genindex.html b/genindex.html
index 6b4caf8d7..ae1a4a05d 100644
--- a/genindex.html
+++ b/genindex.html
@@ -7,7 +7,7 @@
   
     
     
-    Index — pyro 4.3.0.post17+gd058c7bb documentation
+    Index — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
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@@ -707,6 +707,8 @@ 
E

       
  • end() (pyro.util.profile_pyro.Timer method)
 
    • 
       
  • enforce_particle_boundaries() (pyro.particles.particles.Particles method)
+
    • 
+      
  • estimate_wave_speed() (in module pyro.compressible.riemann)
 
    • 
       
  • evolve() (pyro.advection.simulation.Simulation method)
 
@@ -3513,6 +3515,8 @@ 
    R
    
         
  • (in module pyro.swe.interface)
 
    • 
       
+      
  • riemann_hllc_lowspeed() (in module pyro.compressible.riemann)
+
    • 
       
  • riemann_prim() (in module pyro.compressible.riemann)
 
    • 
       
  • riemann_roe() (in module pyro.swe.interface)
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index 63436c4ca..a0aa5c4c1 100644
--- a/help.html
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@@ -8,7 +8,7 @@
     
     
 
-    Contributing and getting help — pyro 4.3.0.post17+gd058c7bb documentation
+    Contributing and getting help — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
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diff --git a/incompressible_basics.html b/incompressible_basics.html
index 60924c679..3c456cfaa 100644
--- a/incompressible_basics.html
+++ b/incompressible_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Incompressible hydrodynamics — pyro 4.3.0.post17+gd058c7bb documentation
+    Incompressible hydrodynamics — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
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index 5c48ab9a1..984b3c93f 100644
--- a/index.html
+++ b/index.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro: a python hydro code — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro: a python hydro code — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/installation.html b/installation.html
index fcad9beac..e45166c1f 100644
--- a/installation.html
+++ b/installation.html
@@ -8,7 +8,7 @@
     
     
 
-    Setting up pyro — pyro 4.3.0.post17+gd058c7bb documentation
+    Setting up pyro — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/intro.html b/intro.html
index a05f91a06..53016f685 100644
--- a/intro.html
+++ b/intro.html
@@ -8,7 +8,7 @@
     
     
 
-    Introduction to pyro — pyro 4.3.0.post17+gd058c7bb documentation
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@@ -39,7 +39,7 @@
 
   
 
-    
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diff --git a/lowmach_basics.html b/lowmach_basics.html
index abd90ff2f..fadcf063e 100644
--- a/lowmach_basics.html
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@@ -8,7 +8,7 @@
     
     
 
-    Low Mach number hydrodynamics — pyro 4.3.0.post17+gd058c7bb documentation
+    Low Mach number hydrodynamics — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
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diff --git a/mesh-examples.html b/mesh-examples.html
index 454de8fc2..b30f767dd 100644
--- a/mesh-examples.html
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@@ -8,7 +8,7 @@
     
     
 
-    Mesh examples — pyro 4.3.0.post17+gd058c7bb documentation
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@@ -40,7 +40,7 @@
 
   
 
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diff --git a/mesh-examples.ipynb b/mesh-examples.ipynb
index 4c4a66bd7..cfa864b42 100644
--- a/mesh-examples.ipynb
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@@ -19,10 +19,10 @@
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@@ -268,10 +268,10 @@
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@@ -314,10 +314,10 @@
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@@ -508,10 +508,10 @@
    "execution_count": 13,
    "metadata": {
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@@ -550,10 +550,10 @@
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@@ -577,10 +577,10 @@
    "execution_count": 15,
    "metadata": {
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@@ -604,10 +604,10 @@
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@@ -620,10 +620,10 @@
    "execution_count": 17,
    "metadata": {
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@@ -668,10 +668,10 @@
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      "nbval-ignore-output"
@@ -708,10 +708,10 @@
    "execution_count": 19,
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:58:45.247342Z"
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      "nbval-ignore-output"
@@ -752,10 +752,10 @@
    "execution_count": 20,
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@@ -816,10 +816,10 @@
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     }
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@@ -847,10 +847,10 @@
    "execution_count": 22,
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:58:45.261956Z"
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@@ -884,10 +884,10 @@
    "execution_count": 23,
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-     "shell.execute_reply": "2024-09-20T14:58:45.266532Z"
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@@ -903,10 +903,10 @@
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:58:45.366115Z"
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     },
     "slideshow": {
      "slide_type": ""
@@ -959,10 +959,10 @@
    "execution_count": 25,
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:58:45.370839Z"
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@@ -975,10 +975,10 @@
    "execution_count": 26,
    "metadata": {
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-     "shell.execute_reply": "2024-09-20T14:58:45.375593Z"
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     }
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    "outputs": [
@@ -1018,10 +1018,10 @@
    "execution_count": 27,
    "metadata": {
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-     "iopub.execute_input": "2024-09-20T14:58:45.377877Z",
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-     "iopub.status.idle": "2024-09-20T14:58:45.380282Z",
-     "shell.execute_reply": "2024-09-20T14:58:45.379837Z"
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     }
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@@ -1034,10 +1034,10 @@
    "execution_count": 28,
    "metadata": {
     "execution": {
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-     "shell.execute_reply": "2024-09-20T14:58:45.386313Z"
+     "iopub.execute_input": "2024-09-20T15:01:17.629922Z",
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+     "shell.execute_reply": "2024-09-20T15:01:17.633976Z"
     }
    },
    "outputs": [
diff --git a/mesh_basics.html b/mesh_basics.html
index 94c57783a..2e26c70ed 100644
--- a/mesh_basics.html
+++ b/mesh_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Mesh overview — pyro 4.3.0.post17+gd058c7bb documentation
+    Mesh overview — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/modules.html b/modules.html
index 5b0331c6e..4960bfbd8 100644
--- a/modules.html
+++ b/modules.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/multigrid-constant-coefficients.html b/multigrid-constant-coefficients.html
index eb40eec37..8cbd44969 100644
--- a/multigrid-constant-coefficients.html
+++ b/multigrid-constant-coefficients.html
@@ -8,7 +8,7 @@
     
     
 
-    Constant-Coefficient Poisson Equation — pyro 4.3.0.post17+gd058c7bb documentation
+    Constant-Coefficient Poisson Equation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
@@ -895,7 +895,7 @@ 
    Plotting the solution
 
    
 
    -<matplotlib.image.AxesImage at 0x7f29088f59d0>
+<matplotlib.image.AxesImage at 0x7fbc76ccc490>
 
    
 
    • 
 
    
@@ -934,7 +934,7 @@ 
    Plotting the solution
 
    
 
    -<matplotlib.image.AxesImage at 0x7f28fed4be10>
+<matplotlib.image.AxesImage at 0x7fbc74fc81d0>
 
    
 
    
 
    
diff --git a/multigrid-constant-coefficients.ipynb b/multigrid-constant-coefficients.ipynb
index 1d2aa3949..e0ef0072b 100644
--- a/multigrid-constant-coefficients.ipynb
+++ b/multigrid-constant-coefficients.ipynb
@@ -30,10 +30,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:47.621346Z",
-     "iopub.status.busy": "2024-09-20T14:58:47.621179Z",
-     "iopub.status.idle": "2024-09-20T14:58:47.962618Z",
-     "shell.execute_reply": "2024-09-20T14:58:47.961960Z"
+     "iopub.execute_input": "2024-09-20T15:01:19.972454Z",
+     "iopub.status.busy": "2024-09-20T15:01:19.972046Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.309212Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.308573Z"
     },
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    },
@@ -57,10 +57,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:47.964824Z",
-     "iopub.status.busy": "2024-09-20T14:58:47.964434Z",
-     "iopub.status.idle": "2024-09-20T14:58:47.995600Z",
-     "shell.execute_reply": "2024-09-20T14:58:47.994999Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.311451Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.311049Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.340689Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.340215Z"
     },
     "tags": []
    },
@@ -74,10 +74,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:47.997691Z",
-     "iopub.status.busy": "2024-09-20T14:58:47.997279Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.006106Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.005553Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.342492Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.342094Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.350821Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.350323Z"
     },
     "tags": []
    },
@@ -188,10 +188,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.007782Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.007486Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.010506Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.010031Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.352327Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.352170Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.355261Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.354814Z"
     },
     "tags": []
    },
@@ -207,10 +207,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.012125Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.011795Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.017857Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.017325Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.356997Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.356662Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.362898Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.362459Z"
     },
     "tags": []
    },
@@ -239,10 +239,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.019543Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.019243Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.021996Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.021441Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.364776Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.364329Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.367222Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.366800Z"
     },
     "tags": []
    },
@@ -272,10 +272,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.023806Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.023482Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.397935Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.397439Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.368907Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.368756Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.750668Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.750128Z"
     },
     "tags": []
    },
@@ -344,14 +344,14 @@
       "\n",
       "<<< beginning V-cycle (cycle 4) >>>\n",
       "\n",
-      "  level =  7, nx =  256, residual change: 1.14661e-05 → 1.05447e-05\n",
-      "  level =  6, nx =  128, residual change: 7.44281e-06 → 8.95505e-06\n"
+      "  level =  7, nx =  256, residual change: 1.14661e-05 → 1.05447e-05\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "  level =  6, nx =  128, residual change: 7.44281e-06 → 8.95505e-06\n",
       "  level =  5, nx =   64, residual change: 6.31131e-06 → 6.73455e-06\n",
       "  level =  4, nx =   32, residual change: 4.73798e-06 →  4.0918e-06\n",
       "  level =  3, nx =   16, residual change: 2.87103e-06 → 1.63196e-06\n",
@@ -367,13 +367,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "  level =  4, nx =   32, residual change:  4.9713e-06 →  4.9713e-06\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "  level =  4, nx =   32, residual change:  4.9713e-06 →  4.9713e-06\n",
       "  level =  5, nx =   64, residual change: 8.28164e-06 → 8.28164e-06\n",
       "  level =  6, nx =  128, residual change: 1.08889e-05 → 1.08889e-05\n",
       "  level =  7, nx =  256, residual change: 1.27175e-05 → 1.27175e-05\n",
@@ -462,10 +456,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.399742Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.399450Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.402468Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.402052Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.752362Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.752188Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.755215Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.754715Z"
     },
     "tags": []
    },
@@ -479,10 +473,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.404029Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.403846Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.527593Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.527110Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.757037Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.756717Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.881040Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.880463Z"
     },
     "tags": [
      "nbval-ignore-output"
@@ -492,7 +486,7 @@
     {
      "data": {
       "text/plain": [
-       ""
+       ""
       ]
      },
      "execution_count": 9,
@@ -527,10 +521,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.529218Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.529049Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.532519Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.531936Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.882711Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.882532Z",
+     "iopub.status.idle": "2024-09-20T15:01:20.886345Z",
+     "shell.execute_reply": "2024-09-20T15:01:20.885791Z"
     },
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@@ -544,10 +538,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:48.534002Z",
-     "iopub.status.busy": "2024-09-20T14:58:48.533819Z",
-     "iopub.status.idle": "2024-09-20T14:58:48.680481Z",
-     "shell.execute_reply": "2024-09-20T14:58:48.680005Z"
+     "iopub.execute_input": "2024-09-20T15:01:20.888118Z",
+     "iopub.status.busy": "2024-09-20T15:01:20.887756Z",
+     "iopub.status.idle": "2024-09-20T15:01:21.035769Z",
+     "shell.execute_reply": "2024-09-20T15:01:21.035177Z"
     },
     "tags": [
      "nbval-ignore-output"
@@ -557,7 +551,7 @@
     {
      "data": {
       "text/plain": [
-       ""
+       ""
       ]
      },
      "execution_count": 11,
diff --git a/multigrid-general-linear.html b/multigrid-general-linear.html
index ea4b91c17..92222ddfb 100644
--- a/multigrid-general-linear.html
+++ b/multigrid-general-linear.html
@@ -8,7 +8,7 @@
     
     
 
-    General Linear Elliptic Equation — pyro 4.3.0.post17+gd058c7bb documentation
+    General Linear Elliptic Equation — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/multigrid-general-linear.ipynb b/multigrid-general-linear.ipynb
index b2d4fd566..ba391623e 100644
--- a/multigrid-general-linear.ipynb
+++ b/multigrid-general-linear.ipynb
@@ -61,10 +61,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
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-     "iopub.status.busy": "2024-09-20T14:58:50.376668Z",
-     "iopub.status.idle": "2024-09-20T14:58:50.717431Z",
-     "shell.execute_reply": "2024-09-20T14:58:50.716770Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.590169Z",
+     "iopub.status.busy": "2024-09-20T15:01:22.590003Z",
+     "iopub.status.idle": "2024-09-20T15:01:22.930505Z",
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@@ -86,10 +86,10 @@
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-     "iopub.status.idle": "2024-09-20T14:58:50.750389Z",
-     "shell.execute_reply": "2024-09-20T14:58:50.749864Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.932417Z",
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@@ -112,10 +112,10 @@
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-     "iopub.status.idle": "2024-09-20T14:58:50.755158Z",
-     "shell.execute_reply": "2024-09-20T14:58:50.754687Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.964225Z",
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@@ -137,10 +137,10 @@
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-     "shell.execute_reply": "2024-09-20T14:58:50.759476Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.968570Z",
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+     "iopub.status.idle": "2024-09-20T15:01:22.971853Z",
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@@ -171,10 +171,10 @@
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-     "iopub.status.idle": "2024-09-20T14:58:50.764850Z",
-     "shell.execute_reply": "2024-09-20T14:58:50.764404Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.973438Z",
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@@ -198,10 +198,10 @@
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-     "shell.execute_reply": "2024-09-20T14:58:50.768599Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.978249Z",
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@@ -228,10 +228,10 @@
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-     "shell.execute_reply": "2024-09-20T14:58:50.775994Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.982792Z",
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     },
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@@ -277,10 +277,10 @@
    "execution_count": 8,
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-     "shell.execute_reply": "2024-09-20T14:58:50.791932Z"
+     "iopub.execute_input": "2024-09-20T15:01:22.990290Z",
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     },
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@@ -440,10 +440,10 @@
    "execution_count": 9,
    "metadata": {
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-     "iopub.status.idle": "2024-09-20T14:58:50.798583Z",
-     "shell.execute_reply": "2024-09-20T14:58:50.798135Z"
+     "iopub.execute_input": "2024-09-20T15:01:23.005805Z",
+     "iopub.status.busy": "2024-09-20T15:01:23.005254Z",
+     "iopub.status.idle": "2024-09-20T15:01:23.010105Z",
+     "shell.execute_reply": "2024-09-20T15:01:23.009565Z"
     },
     "tags": []
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@@ -473,10 +473,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:50.800038Z",
-     "iopub.status.busy": "2024-09-20T14:58:50.799859Z",
-     "iopub.status.idle": "2024-09-20T14:58:51.431696Z",
-     "shell.execute_reply": "2024-09-20T14:58:51.431170Z"
+     "iopub.execute_input": "2024-09-20T15:01:23.011734Z",
+     "iopub.status.busy": "2024-09-20T15:01:23.011411Z",
+     "iopub.status.idle": "2024-09-20T15:01:23.664210Z",
+     "shell.execute_reply": "2024-09-20T15:01:23.663623Z"
     },
     "tags": [
      "nbval-ignore-output"
@@ -525,7 +525,13 @@
       "<<< beginning V-cycle (cycle 3) >>>\n",
       "\n",
       "  level =  6, nx =  128, residual change:   0.0582938 →   0.0417201\n",
-      "  level =  5, nx =   64, residual change:   0.0292467 →   0.0233563\n",
+      "  level =  5, nx =   64, residual change:   0.0292467 →   0.0233563\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "  level =  4, nx =   32, residual change:   0.0163063 →   0.0129066\n",
       "  level =  3, nx =   16, residual change:  0.00901111 →  0.00731526\n",
       "  level =  2, nx =    8, residual change:   0.0050815 →  0.00256253\n",
@@ -539,13 +545,7 @@
      "text": [
       "  level =  1, nx =    4, residual change: 3.88653e-05 → 3.88653e-05\n",
       "  level =  2, nx =    8, residual change:  0.00348191 →  0.00348191\n",
-      "  level =  3, nx =   16, residual change:    0.010065 →    0.010065\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "  level =  3, nx =   16, residual change:    0.010065 →    0.010065\n",
       "  level =  4, nx =   32, residual change:   0.0160323 →   0.0160323\n",
       "  level =  5, nx =   64, residual change:   0.0243037 →   0.0243037\n",
       "  level =  6, nx =  128, residual change:   0.0377753 →   0.0377753\n",
@@ -579,7 +579,13 @@
       "  bottom solve\n",
       "  level =  1, nx =    4, residual change: 4.40233e-08 → 4.40233e-08\n",
       "  level =  2, nx =    8, residual change: 3.94227e-06 → 3.94227e-06\n",
-      "  level =  3, nx =   16, residual change: 1.14059e-05 → 1.14059e-05\n",
+      "  level =  3, nx =   16, residual change: 1.14059e-05 → 1.14059e-05\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "  level =  4, nx =   32, residual change:  1.7696e-05 →  1.7696e-05\n",
       "  level =  5, nx =   64, residual change: 2.28172e-05 → 2.28172e-05\n",
       "  level =  6, nx =  128, residual change: 2.72045e-05 → 2.72045e-05\n",
@@ -587,19 +593,19 @@
       "\n",
       "<<< beginning V-cycle (cycle 6) >>>\n",
       "\n",
-      "  level =  6, nx =  128, residual change: 7.61737e-07 → 6.88796e-07\n",
-      "  level =  5, nx =   64, residual change:  4.8583e-07 → 5.69884e-07\n",
-      "  level =  4, nx =   32, residual change: 4.01145e-07 → 4.28873e-07\n",
-      "  level =  3, nx =   16, residual change: 3.01132e-07 → 2.72291e-07\n",
-      "  level =  2, nx =    8, residual change: 1.89676e-07 → 9.77049e-08\n",
-      "  level =  1, nx =    4, residual change: 6.50717e-08 → 1.06486e-09\n",
-      "  bottom solve\n"
+      "  level =  6, nx =  128, residual change: 7.61737e-07 → 6.88796e-07\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "  level =  5, nx =   64, residual change:  4.8583e-07 → 5.69884e-07\n",
+      "  level =  4, nx =   32, residual change: 4.01145e-07 → 4.28873e-07\n",
+      "  level =  3, nx =   16, residual change: 3.01132e-07 → 2.72291e-07\n",
+      "  level =  2, nx =    8, residual change: 1.89676e-07 → 9.77049e-08\n",
+      "  level =  1, nx =    4, residual change: 6.50717e-08 → 1.06486e-09\n",
+      "  bottom solve\n",
       "  level =  1, nx =    4, residual change: 1.48271e-09 → 1.48271e-09\n",
       "  level =  2, nx =    8, residual change: 1.32767e-07 → 1.32767e-07\n",
       "  level =  3, nx =   16, residual change: 3.85631e-07 → 3.85631e-07\n",
@@ -633,10 +639,22 @@
       "  level =  3, nx =   16, residual change:  3.4637e-10 → 3.11941e-10\n",
       "  level =  2, nx =    8, residual change: 2.17418e-10 → 1.11945e-10\n",
       "  level =  1, nx =    4, residual change: 7.45572e-11 → 1.22015e-12\n",
-      "  bottom solve\n",
+      "  bottom solve\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "  level =  1, nx =    4, residual change: 1.69894e-12 → 1.69894e-12\n",
       "  level =  2, nx =    8, residual change: 1.52121e-10 → 1.52121e-10\n",
-      "  level =  3, nx =   16, residual change: 4.44914e-10 → 4.44914e-10\n",
+      "  level =  3, nx =   16, residual change: 4.44914e-10 → 4.44914e-10\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "  level =  4, nx =   32, residual change: 7.10977e-10 → 7.10977e-10\n",
       "  level =  5, nx =   64, residual change:   9.034e-10 →   9.034e-10\n",
       "  level =  6, nx =  128, residual change:  1.0238e-09 →  1.0238e-09\n",
@@ -663,10 +681,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:51.433446Z",
-     "iopub.status.busy": "2024-09-20T14:58:51.433273Z",
-     "iopub.status.idle": "2024-09-20T14:58:51.436562Z",
-     "shell.execute_reply": "2024-09-20T14:58:51.436155Z"
+     "iopub.execute_input": "2024-09-20T15:01:23.665960Z",
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+     "iopub.status.idle": "2024-09-20T15:01:23.669013Z",
+     "shell.execute_reply": "2024-09-20T15:01:23.668602Z"
     },
     "tags": []
    },
@@ -689,10 +707,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:58:51.438115Z",
-     "iopub.status.busy": "2024-09-20T14:58:51.437926Z",
-     "iopub.status.idle": "2024-09-20T14:58:51.441282Z",
-     "shell.execute_reply": "2024-09-20T14:58:51.440806Z"
+     "iopub.execute_input": "2024-09-20T15:01:23.670646Z",
+     "iopub.status.busy": "2024-09-20T15:01:23.670331Z",
+     "iopub.status.idle": "2024-09-20T15:01:23.673467Z",
+     "shell.execute_reply": "2024-09-20T15:01:23.672931Z"
     },
     "tags": []
    },
diff --git a/multigrid-variable-coeff.html b/multigrid-variable-coeff.html
index 6ac28d5ae..cf6eb7759 100644
--- a/multigrid-variable-coeff.html
+++ b/multigrid-variable-coeff.html
@@ -8,7 +8,7 @@
     
     
 
-    Variable Coefficient Poisson — pyro 4.3.0.post17+gd058c7bb documentation
+    Variable Coefficient Poisson — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
@@ -960,7 +960,7 @@ 
    Visualizing the solution
 
    -<matplotlib.colorbar.Colorbar at 0x7f3b54386e90>
+<matplotlib.colorbar.Colorbar at 0x7f64ac96bc10>
 
    
 
    
 
    
@@ -1028,7 +1028,7 @@ 
    Comparing to the exact solution
 
    -<matplotlib.colorbar.Colorbar at 0x7f3b4bfef4d0>
+<matplotlib.colorbar.Colorbar at 0x7f64ac393e90>
 
    
 
    
 
    
diff --git a/multigrid-variable-coeff.ipynb b/multigrid-variable-coeff.ipynb
index 011bd08bc..1298fc0b0 100644
--- a/multigrid-variable-coeff.ipynb
+++ b/multigrid-variable-coeff.ipynb
@@ -32,10 +32,10 @@
    "metadata": {
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     "execution": {
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@@ -367,10 +367,10 @@
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@@ -493,21 +493,21 @@
       "cycle 3: relative err = 0.04844393523115633, residual err = 1.659245815001406e-05\n",
       "\n",
       "<<< beginning V-cycle (cycle 4) >>>\n",
-      "\n",
-      "  level =  6, nx =  128, residual change:  0.00135041 →  0.00131762\n"
+      "\n"
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      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "  level =  5, nx =   64, residual change: 0.000931668 →  0.00119765\n"
+      "  level =  6, nx =  128, residual change:  0.00135041 →  0.00131762\n"
      ]
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     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "  level =  5, nx =   64, residual change: 0.000931668 →  0.00119765\n",
       "  level =  4, nx =   32, residual change: 0.000846751 → 0.000816239\n",
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       "  level =  2, nx =    8, residual change:  0.00011884 → 1.78399e-07\n",
@@ -572,13 +572,7 @@
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       "  level =  1, nx =    4, residual change: 3.17826e-17 → 3.17826e-17\n",
       "  level =  2, nx =    8, residual change: 3.29051e-12 → 3.29051e-12\n",
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       "  level =  4, nx =   32, residual change: 1.90594e-08 → 1.90594e-08\n"
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@@ -609,10 +603,10 @@
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@@ -639,7 +633,7 @@
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@@ -759,10 +753,10 @@
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@@ -772,7 +766,7 @@
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diff --git a/multigrid.html b/multigrid.html
index 4355cb6d6..daac57b2e 100644
--- a/multigrid.html
+++ b/multigrid.html
@@ -8,7 +8,7 @@
     
     
 
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+    Multigrid Solvers — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
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diff --git a/multigrid_basics.html b/multigrid_basics.html
index e81ca05e2..23584c4a0 100644
--- a/multigrid_basics.html
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@@ -8,7 +8,7 @@
     
     
 
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+    Simple Multigrid Examples — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
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diff --git a/notes.html b/notes.html
index 589dde085..345578682 100644
--- a/notes.html
+++ b/notes.html
@@ -8,7 +8,7 @@
     
     
 
-    Notes on the numerical methods — pyro 4.3.0.post17+gd058c7bb documentation
+    Notes on the numerical methods — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
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diff --git a/output.html b/output.html
index f50b76390..533de463d 100644
--- a/output.html
+++ b/output.html
@@ -8,7 +8,7 @@
     
     
 
-    Working with output — pyro 4.3.0.post17+gd058c7bb documentation
+    Working with output — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/particles_basics.html b/particles_basics.html
index 03a41ed2d..619b961db 100644
--- a/particles_basics.html
+++ b/particles_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Particles — pyro 4.3.0.post17+gd058c7bb documentation
+    Particles — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/problems.html b/problems.html
index 0115300b1..ac4a48f1f 100644
--- a/problems.html
+++ b/problems.html
@@ -8,7 +8,7 @@
     
     
 
-    Adding a problem — pyro 4.3.0.post17+gd058c7bb documentation
+    Adding a problem — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/py-modindex.html b/py-modindex.html
index 46900ced1..2e6b4dd45 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -7,7 +7,7 @@
   
     
     
-    Python Module Index — pyro 4.3.0.post17+gd058c7bb documentation
+    Python Module Index — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -38,7 +38,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection.html b/pyro.advection.html
index cc722486c..a55712839 100644
--- a/pyro.advection.html
+++ b/pyro.advection.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection.problems.html b/pyro.advection.problems.html
index c0ae3b9cb..de697cba9 100644
--- a/pyro.advection.problems.html
+++ b/pyro.advection.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_fv4.html b/pyro.advection_fv4.html
index 5ef0e431a..33587b9d8 100644
--- a/pyro.advection_fv4.html
+++ b/pyro.advection_fv4.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_fv4 package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_fv4 package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_fv4.problems.html b/pyro.advection_fv4.problems.html
index ddd5d2c39..d998a29a2 100644
--- a/pyro.advection_fv4.problems.html
+++ b/pyro.advection_fv4.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_fv4.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_fv4.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_nonuniform.html b/pyro.advection_nonuniform.html
index bd4122667..79bc2152b 100644
--- a/pyro.advection_nonuniform.html
+++ b/pyro.advection_nonuniform.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_nonuniform package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_nonuniform package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_nonuniform.problems.html b/pyro.advection_nonuniform.problems.html
index 754edbc30..9b1745ef1 100644
--- a/pyro.advection_nonuniform.problems.html
+++ b/pyro.advection_nonuniform.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_nonuniform.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_nonuniform.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_rk.html b/pyro.advection_rk.html
index e5909930b..e05163b52 100644
--- a/pyro.advection_rk.html
+++ b/pyro.advection_rk.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_rk package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_rk package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_rk.problems.html b/pyro.advection_rk.problems.html
index d8dfd7711..24380bb16 100644
--- a/pyro.advection_rk.problems.html
+++ b/pyro.advection_rk.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_rk.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_rk.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_weno.html b/pyro.advection_weno.html
index c580ef903..2b68f3fd7 100644
--- a/pyro.advection_weno.html
+++ b/pyro.advection_weno.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_weno package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_weno package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.advection_weno.problems.html b/pyro.advection_weno.problems.html
index 37388c0a2..65c17c676 100644
--- a/pyro.advection_weno.problems.html
+++ b/pyro.advection_weno.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.advection_weno.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.advection_weno.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.burgers.html b/pyro.burgers.html
index 3332d3691..99dbd48eb 100644
--- a/pyro.burgers.html
+++ b/pyro.burgers.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.burgers package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.burgers package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.burgers.problems.html b/pyro.burgers.problems.html
index 6535c594c..abdddc4a1 100644
--- a/pyro.burgers.problems.html
+++ b/pyro.burgers.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.burgers.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.burgers.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.burgers_viscous.html b/pyro.burgers_viscous.html
index 4ffdf5ac2..ab37a5704 100644
--- a/pyro.burgers_viscous.html
+++ b/pyro.burgers_viscous.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.burgers_viscous package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.burgers_viscous package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.burgers_viscous.problems.html b/pyro.burgers_viscous.problems.html
index 38b4b103a..bbb73b94a 100644
--- a/pyro.burgers_viscous.problems.html
+++ b/pyro.burgers_viscous.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.burgers_viscous.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.burgers_viscous.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.compressible.html b/pyro.compressible.html
index e80fc55b5..23262815a 100644
--- a/pyro.compressible.html
+++ b/pyro.compressible.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.compressible package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
@@ -558,9 +558,11 @@ 
     Contents 
    
 
 
  • pyro.compressible.riemann module
 
    • 
@@ -985,6 +987,11 @@ 
    Submodules
+
    
+pyro.compressible.riemann.estimate_wave_speed(rho_l, u_l, p_l, c_l, rho_r, u_r, p_r, c_r, gamma)[source]#
    
+
    
+
 
    
 
    
 pyro.compressible.riemann.riemann_cgf(idir, ng, idens, ixmom, iymom, iener, irhoX, nspec, lower_solid, upper_solid, gamma, U_l, U_r)[source]#
    
@@ -1114,6 +1121,41 @@ 
    Submodules
+
    
+pyro.compressible.riemann.riemann_hllc_lowspeed(idir, ng, idens, ixmom, iymom, iener, irhoX, nspec, lower_solid, upper_solid, gamma, U_l, U_r)[source]#
    
+
    This is the HLLC Riemann solver based on Toro (2009) alternate formulation
+(Eqs. 10.43 and 10.44) and the low Mach number asymptotic fix of
+Minoshima & Miyoshi (2021).  It is also based on the Quokka implementation.
    
+
    
+
    Parameters:
    
+
    
+
    idirint
    Are we predicting to the edges in the x-direction (1) or y-direction (2)?
    
+
    
+
    ngint
    The number of ghost cells
    
+
    
+
    nspecint
    The number of species
    
+
    
+
    idens, ixmom, iymom, iener, irhoXint
    The indices of the density, x-momentum, y-momentum, internal energy density
+and species partial densities in the conserved state vector.
    
+
    
+
    lower_solid, upper_solidint
    Are we at lower or upper solid boundaries?
    
+
    
+
    gammafloat
    Adiabatic index
    
+
    
+
    U_l, U_rndarray
    Conserved state on the left and right cell edges.
    
+
    
+
    
+
    
+
    Returns:
    
+
    
+
    outndarray
    Conserved flux
    
+
    
+
    
+
    
+
    
+
    
+
 
    
 
    
 pyro.compressible.riemann.riemann_prim(idir, ng, irho, iu, iv, ip, iX, nspec, lower_solid, upper_solid, gamma, q_l, q_r)[source]#
    
@@ -1606,9 +1648,11 @@ 
    Submodulespyro.compressible.riemann module
 
diff --git a/pyro.compressible.problems.html b/pyro.compressible.problems.html
index 52c54edd0..9187bcb6c 100644
--- a/pyro.compressible.problems.html
+++ b/pyro.compressible.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.compressible.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.compressible_fv4.html b/pyro.compressible_fv4.html
index 19df08616..7e4243aec 100644
--- a/pyro.compressible_fv4.html
+++ b/pyro.compressible_fv4.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.compressible_fv4 package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4 package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/pyro.compressible_fv4.problems.html b/pyro.compressible_fv4.problems.html
index e48b5dac3..25245f017 100644
--- a/pyro.compressible_fv4.problems.html
+++ b/pyro.compressible_fv4.problems.html
@@ -8,7 +8,7 @@
     
     
 
-    pyro.compressible_fv4.problems package — pyro 4.3.0.post17+gd058c7bb documentation
+    pyro.compressible_fv4.problems package — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
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14, 69], "yourself": [3, 10], "yr_bc": 63, "yr_bc_type": [21, 22, 23, 63], "yr_func": 62, "yr_prop": 62, "yrb": [17, 18, 22, 23, 44, 58, 62], "yrboundari": [1, 7, 69], "yy": [5, 21, 24], "z": 8, "z0": [7, 8, 44, 66], "z1": [7, 8, 44, 66], "zal79": [3, 73], "zalesak": 73, "zenodo": 0, "zero": [3, 12, 21, 23, 26, 29, 31, 33, 37, 39, 59, 62, 63], "zheng": 73, "zingal": 0, "zip": 7, "zone": [2, 3, 4, 6, 7, 8, 17, 18, 20, 21, 26, 30, 32, 34, 36, 38, 40, 42, 44, 46, 50, 60, 62, 63, 66, 68, 69, 72], "\u00f2": [12, 73], "\u03b8": 70, "\u03c1": 12}, "titles": ["Acknowledgments", "Defining our own problem in Jupyter", "Error Measurement of the advection_fv4 Solver", "Advection", "Analysis routines", "Burgers\u2019 Equation", "Convergence of the compressible solvers", "Comparing the Compressible Solvers", "Compressible hydrodynamics", "Design ideas", "Diffusion", "Contributing and getting help", "Incompressible hydrodynamics", "pyro: a python hydro code", "Setting up pyro", "Introduction to pyro", "Low Mach number hydrodynamics", "Mesh examples", "Mesh overview", "pyro", "Multigrid Solvers", "Constant-Coefficient Poisson Equation", "General Linear Elliptic Equation", "Variable Coefficient Poisson", "Simple Multigrid Examples", "Notes on the numerical methods", "Working with output", "Particles", "Adding a problem", "pyro package", "pyro.advection package", "pyro.advection.problems package", "pyro.advection_fv4 package", "pyro.advection_fv4.problems package", "pyro.advection_nonuniform package", "pyro.advection_nonuniform.problems package", "pyro.advection_rk package", "pyro.advection_rk.problems package", "pyro.advection_weno package", "pyro.advection_weno.problems package", "pyro.burgers package", "pyro.burgers.problems package", "pyro.burgers_viscous package", "pyro.burgers_viscous.problems package", "pyro.compressible package", "pyro.compressible.problems package", "pyro.compressible_fv4 package", "pyro.compressible_fv4.problems package", "pyro.compressible_react package", "pyro.compressible_react.problems package", "pyro.compressible_rk package", "pyro.compressible_rk.problems package", "pyro.compressible_sdc package", "pyro.compressible_sdc.problems package", "pyro.diffusion package", "pyro.diffusion.problems package", "pyro.incompressible package", "pyro.incompressible.problems package", "pyro.incompressible_viscous package", "pyro.incompressible_viscous.problems package", "pyro.lm_atm package", "pyro.lm_atm.problems package", "pyro.mesh package", "pyro.multigrid package", "pyro.multigrid.examples package", "pyro.particles package", "pyro.swe package", "pyro.swe.problems package", "pyro.util package", "Running", "Spherical Polar Grid", "Shallow water hydrodynamics", "Testing", "References"], "titleterms": {"about": 13, "acknowledg": 0, "acoustic_puls": [8, 45, 47, 51, 53, 67, 71], "ad": 28, "advect": [3, 8, 30, 31, 45, 47, 51, 53, 67, 71], "advection_fv4": [2, 3, 32, 33], "advection_nonuniform": [3, 34, 35], "advection_rk": [3, 36, 37], 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\ No newline at end of file
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diff --git a/spherical-mesh.html b/spherical-mesh.html
index 5776e860d..c8342108a 100644
--- a/spherical-mesh.html
+++ b/spherical-mesh.html
@@ -8,7 +8,7 @@
     
     
 
-    Spherical Polar Grid — pyro 4.3.0.post17+gd058c7bb documentation
+    Spherical Polar Grid — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -40,7 +40,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/spherical-mesh.ipynb b/spherical-mesh.ipynb
index 1b9b10d3e..ffcbe4bcb 100644
--- a/spherical-mesh.ipynb
+++ b/spherical-mesh.ipynb
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      "slide_type": ""
@@ -94,10 +94,10 @@
    "metadata": {
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:59:03.457448Z",
-     "iopub.status.busy": "2024-09-20T14:59:03.457109Z",
-     "iopub.status.idle": "2024-09-20T14:59:03.460264Z",
-     "shell.execute_reply": "2024-09-20T14:59:03.459769Z"
+     "iopub.execute_input": "2024-09-20T15:01:35.699467Z",
+     "iopub.status.busy": "2024-09-20T15:01:35.699134Z",
+     "iopub.status.idle": "2024-09-20T15:01:35.702205Z",
+     "shell.execute_reply": "2024-09-20T15:01:35.701752Z"
     },
     "slideshow": {
      "slide_type": ""
@@ -123,10 +123,10 @@
    "metadata": {
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:59:03.461959Z",
-     "iopub.status.busy": "2024-09-20T14:59:03.461536Z",
-     "iopub.status.idle": "2024-09-20T14:59:03.465572Z",
-     "shell.execute_reply": "2024-09-20T14:59:03.465114Z"
+     "iopub.execute_input": "2024-09-20T15:01:35.703721Z",
+     "iopub.status.busy": "2024-09-20T15:01:35.703559Z",
+     "iopub.status.idle": "2024-09-20T15:01:35.706834Z",
+     "shell.execute_reply": "2024-09-20T15:01:35.706379Z"
     },
     "slideshow": {
      "slide_type": ""
@@ -168,10 +168,10 @@
    "metadata": {
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-20T14:59:03.467249Z",
-     "iopub.status.busy": "2024-09-20T14:59:03.466914Z",
-     "iopub.status.idle": "2024-09-20T14:59:03.623886Z",
-     "shell.execute_reply": "2024-09-20T14:59:03.623369Z"
+     "iopub.execute_input": "2024-09-20T15:01:35.708431Z",
+     "iopub.status.busy": "2024-09-20T15:01:35.708116Z",
+     "iopub.status.idle": "2024-09-20T15:01:35.864742Z",
+     "shell.execute_reply": "2024-09-20T15:01:35.864242Z"
     },
     "slideshow": {
      "slide_type": ""
diff --git a/swe_basics.html b/swe_basics.html
index 528303fd4..d70935a97 100644
--- a/swe_basics.html
+++ b/swe_basics.html
@@ -8,7 +8,7 @@
     
     
 
-    Shallow water hydrodynamics — pyro 4.3.0.post17+gd058c7bb documentation
+    Shallow water hydrodynamics — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/testing.html b/testing.html
index 2e0dcfe5b..27e76a42a 100644
--- a/testing.html
+++ b/testing.html
@@ -8,7 +8,7 @@
     
     
 
-    Testing — pyro 4.3.0.post17+gd058c7bb documentation
+    Testing — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+    
     
     
     
diff --git a/zreferences.html b/zreferences.html
index 3106a1bef..b4a58d977 100644
--- a/zreferences.html
+++ b/zreferences.html
@@ -8,7 +8,7 @@
     
     
 
-    References — pyro 4.3.0.post17+gd058c7bb documentation
+    References — pyro 4.3.0.post18+ga7532c48 documentation
   
   
   
@@ -39,7 +39,7 @@
 
   
 
-    
+