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SciML · Nov 8, 2023 · 165ceff · 165ceff
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diff --git a/dev/.documenter-siteinfo.json b/dev/.documenter-siteinfo.json
@@ -1 +1 @@
-{"documenter":{"julia_version":"1.9.3","generation_timestamp":"2023-11-08T03:36:08","documenter_version":"1.1.2"}}
+{"documenter":{"julia_version":"1.9.3","generation_timestamp":"2023-11-08T06:09:55","documenter_version":"1.1.2"}}
diff --git a/dev/assets/Manifest.toml b/dev/assets/Manifest.toml
@@ -25,6 +25,25 @@ git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
 version = "0.4.4"
 
+[[deps.Accessors]]
+deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "MacroTools", "Test"]
+git-tree-sha1 = "a7055b939deae2455aa8a67491e034f735dd08d3"
+uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
+version = "0.1.33"
+
+    [deps.Accessors.extensions]
+    AccessorsAxisKeysExt = "AxisKeys"
+    AccessorsIntervalSetsExt = "IntervalSets"
+    AccessorsStaticArraysExt = "StaticArrays"
+    AccessorsStructArraysExt = "StructArrays"
+
+    [deps.Accessors.weakdeps]
+    AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
+    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    Requires = "ae029012-a4dd-5104-9daa-d747884805df"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
+
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
 git-tree-sha1 = "02f731463748db57cc2ebfbd9fbc9ce8280d3433"
@@ -160,6 +179,15 @@ git-tree-sha1 = "02d2316b7ffceff992f3096ae48c7829a8aa0638"
 uuid = "b152e2b5-7a66-4b01-a709-34e65c35f657"
 version = "0.1.3"
 
+[[deps.CompositionsBase]]
+git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
+uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b"
+version = "0.1.2"
+weakdeps = ["InverseFunctions"]
+
+    [deps.CompositionsBase.extensions]
+    CompositionsBaseInverseFunctionsExt = "InverseFunctions"
+
 [[deps.ConcreteStructs]]
 git-tree-sha1 = "f749037478283d372048690eb3b5f92a79432b34"
 uuid = "2569d6c7-a4a2-43d3-a901-331e8e4be471"
@@ -207,6 +235,12 @@ version = "1.0.0"
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 
+[[deps.DelimitedFiles]]
+deps = ["Mmap"]
+git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae"
+uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
+version = "1.9.1"
+
 [[deps.DiffEqBase]]
 deps = ["ArrayInterface", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Static", "StaticArraysCore", "Statistics", "Tricks", "TruncatedStacktraces"]
 git-tree-sha1 = "de4709e30bd5490435122c4b415b90a812c23fbf"
@@ -519,6 +553,12 @@ weakdeps = ["Statistics"]
     [deps.IntervalSets.extensions]
     IntervalSetsStatisticsExt = "Statistics"
 
+[[deps.InverseFunctions]]
+deps = ["Test"]
+git-tree-sha1 = "68772f49f54b479fa88ace904f6127f0a3bb2e46"
+uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
+version = "0.1.12"
+
 [[deps.IrrationalConstants]]
 git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
@@ -599,6 +639,12 @@ version = "0.16.1"
     DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
 
+[[deps.LatticeRules]]
+deps = ["Random"]
+git-tree-sha1 = "7f5b02258a3ca0221a6a9710b0a0a2e8fb4957fe"
+uuid = "73f95e8e-ec14-4e6a-8b18-0d2e271c4e55"
+version = "0.0.1"
+
 [[deps.LayoutPointers]]
 deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"]
 git-tree-sha1 = "62edfee3211981241b57ff1cedf4d74d79519277"
@@ -957,6 +1003,12 @@ git-tree-sha1 = "9ebcd48c498668c7fa0e97a9cae873fbee7bfee1"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
 version = "2.9.1"
 
+[[deps.QuasiMonteCarlo]]
+deps = ["Accessors", "ConcreteStructs", "Distributions", "LatticeRules", "LinearAlgebra", "Primes", "Random", "Sobol", "StatsBase"]
+git-tree-sha1 = "5654ee2631b0b291c639b2e6c81bbf06128bce85"
+uuid = "8a4e6c94-4038-4cdc-81c3-7e6ffdb2a71b"
+version = "0.3.2"
+
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
@@ -1064,7 +1116,7 @@ uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa"
 version = "0.6.42"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "QuasiMonteCarlo", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
 path = "/home/runner/work/SciMLBase.jl/SciMLBase.jl"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
 version = "2.7.3"
@@ -1139,6 +1191,12 @@ git-tree-sha1 = "e760a70afdcd461cf01a575947738d359234665c"
 uuid = "66db9d55-30c0-4569-8b51-7e840670fc0c"
 version = "1.0.3"
 
+[[deps.Sobol]]
+deps = ["DelimitedFiles", "Random"]
+git-tree-sha1 = "5a74ac22a9daef23705f010f72c81d6925b19df8"
+uuid = "ed01d8cd-4d21-5b2a-85b4-cc3bdc58bad4"
+version = "1.5.0"
+
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
@@ -1238,15 +1296,12 @@ deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Re
 git-tree-sha1 = "f625d686d5a88bcd2b15cd81f18f98186fdc0c9a"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 version = "1.3.0"
+weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
     StatsFunsInverseFunctionsExt = "InverseFunctions"
 
-    [deps.StatsFuns.weakdeps]
-    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
-
 [[deps.StrideArraysCore]]
 deps = ["ArrayInterface", "CloseOpenIntervals", "IfElse", "LayoutPointers", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface", "ThreadingUtilities"]
 git-tree-sha1 = "f02eb61eb5c97b48c153861c72fbbfdddc607e06"
@@ -1374,15 +1429,12 @@ deps = ["Dates", "LinearAlgebra", "Random"]
 git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
 version = "1.17.0"
+weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
     ConstructionBaseUnitfulExt = "ConstructionBase"
     InverseFunctionsUnitfulExt = "InverseFunctions"
 
-    [deps.Unitful.weakdeps]
-    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
-
 [[deps.Unityper]]
 deps = ["ConstructionBase"]
 git-tree-sha1 = "21c8fc7cd598ef49f11bc9e94871f5d7740e34b9"

diff --git a/dev/fundamentals/FAQ/index.html b/dev/fundamentals/FAQ/index.html
diff --git a/dev/index.html b/dev/index.html
@@ -8,15 +8,16 @@
   Official https://julialang.org/ release
 Platform Info:
   OS: Linux (x86_64-linux-gnu)
-  CPU: 4 × AMD EPYC 7763 64-Core Processor
+  CPU: 2 × Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz
   WORD_SIZE: 64
   LIBM: libopenlibm
-  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
-  Threads: 1 on 4 virtual cores</code></pre></details><details><summary>A more complete overview of all dependencies and their versions is also provided.</summary><pre class="documenter-example-output"><code class="nohighlight hljs ansi">Status `~/work/SciMLBase.jl/SciMLBase.jl/docs/Manifest.toml`
+  LLVM: libLLVM-14.0.6 (ORCJIT, broadwell)
+  Threads: 1 on 2 virtual cores</code></pre></details><details><summary>A more complete overview of all dependencies and their versions is also provided.</summary><pre class="documenter-example-output"><code class="nohighlight hljs ansi">Status `~/work/SciMLBase.jl/SciMLBase.jl/docs/Manifest.toml`
   [47edcb42] ADTypes v0.2.4
   [a4c015fc] ANSIColoredPrinters v0.0.1
 ⌅ [c3fe647b] AbstractAlgebra v0.32.5
   [1520ce14] AbstractTrees v0.4.4
+  [7d9f7c33] Accessors v0.1.33
   [79e6a3ab] Adapt v3.7.1
   [ec485272] ArnoldiMethod v0.2.0
   [4fba245c] ArrayInterface v7.5.1
@@ -33,13 +34,15 @@
   [bbf7d656] CommonSubexpressions v0.3.0
   [34da2185] Compat v4.10.0
   [b152e2b5] CompositeTypes v0.1.3
+  [a33af91c] CompositionsBase v0.1.2
   [2569d6c7] ConcreteStructs v0.2.3
   [187b0558] ConstructionBase v1.5.4
   [adafc99b] CpuId v0.3.1
   [a8cc5b0e] Crayons v4.1.1
   [9a962f9c] DataAPI v1.15.0
   [864edb3b] DataStructures v0.18.15
   [e2d170a0] DataValueInterfaces v1.0.0
+  [8bb1440f] DelimitedFiles v1.9.1
   [2b5f629d] DiffEqBase v6.138.1
   [459566f4] DiffEqCallbacks v2.33.1
   [163ba53b] DiffResults v1.1.0
@@ -78,6 +81,7 @@
   [d25df0c9] Inflate v0.1.4
   [18e54dd8] IntegerMathUtils v0.1.2
   [8197267c] IntervalSets v0.7.8
+  [3587e190] InverseFunctions v0.1.12
   [92d709cd] IrrationalConstants v0.2.2
   [82899510] IteratorInterfaceExtensions v1.0.0
   [692b3bcd] JLLWrappers v1.5.0
@@ -90,6 +94,7 @@
   [2ee39098] LabelledArrays v1.14.0
   [984bce1d] LambertW v0.4.6
   [23fbe1c1] Latexify v0.16.1
+  [73f95e8e] LatticeRules v0.0.1
   [10f19ff3] LayoutPointers v0.1.15
   [0e77f7df] LazilyInitializedFields v1.2.1
   [50d2b5c4] Lazy v0.15.1
@@ -126,6 +131,7 @@
   [21216c6a] Preferences v1.4.1
   [27ebfcd6] Primes v0.5.4
   [1fd47b50] QuadGK v2.9.1
+  [8a4e6c94] QuasiMonteCarlo v0.3.2
   [fb686558] RandomExtensions v0.4.4
   [e6cf234a] RandomNumbers v1.5.3
   [3cdcf5f2] RecipesBase v1.3.4
@@ -147,6 +153,7 @@
   [699a6c99] SimpleTraits v0.9.4
   [ce78b400] SimpleUnPack v1.1.0
   [66db9d55] SnoopPrecompile v1.0.3
+  [ed01d8cd] Sobol v1.5.0
   [a2af1166] SortingAlgorithms v1.2.0
   [47a9eef4] SparseDiffTools v2.11.0
   [e56a9233] Sparspak v0.3.9
@@ -227,4 +234,4 @@
   [8e850b90] libblastrampoline_jll v5.8.0+0
   [8e850ede] nghttp2_jll v1.48.0+0
   [3f19e933] p7zip_jll v17.4.0+0
-Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m`</code></pre></details><p>You can also download the <a href="https://github.com/SciML/SciMLBase.jl/tree/gh-pages/v2.7.3/assets/Manifest.toml">manifest</a> file and the <a href="https://github.com/SciML/SciMLBase.jl/tree/gh-pages/v2.7.3/assets/Project.toml">project</a> file.</p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="interfaces/Problems/">SciMLProblems »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="auto">Automatic (OS)</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.1.2 on <span class="colophon-date" title="Wednesday 8 November 2023 03:36">Wednesday 8 November 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m`</code></pre></details><p>You can also download the <a href="https://github.com/SciML/SciMLBase.jl/tree/gh-pages/v2.7.3/assets/Manifest.toml">manifest</a> file and the <a href="https://github.com/SciML/SciMLBase.jl/tree/gh-pages/v2.7.3/assets/Project.toml">project</a> file.</p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="interfaces/Problems/">SciMLProblems »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="auto">Automatic (OS)</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.1.2 on <span class="colophon-date" title="Wednesday 8 November 2023 06:09">Wednesday 8 November 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
diff --git a/dev/interfaces/Algorithms/index.html b/dev/interfaces/Algorithms/index.html
diff --git a/dev/interfaces/Common_Keywords/index.html b/dev/interfaces/Common_Keywords/index.html
diff --git a/dev/interfaces/Differentiation/index.html b/dev/interfaces/Differentiation/index.html
@@ -25,4 +25,4 @@
 
 function _concrete_solve_forward(args...; kwargs...)
   error(&quot;No sensitivity rules exist. Check that you added `using DiffEqSensitivity`&quot;)
-end</code></pre><p>The sensitivity mechanism is kept in a separate package because of the high dependency and load time cost introduced by the automatic differentiation libraries. Different choices of automatic differentiation are then selected by the <code>sensealg</code> keyword argument in <code>solve</code>, which is made into a positional argument in the <code>_solve_adjoint</code> and other functions in order to allow dispatch.</p><h2 id="SensitivityADPassThrough"><a class="docs-heading-anchor" href="#SensitivityADPassThrough">SensitivityADPassThrough</a><a id="SensitivityADPassThrough-1"></a><a class="docs-heading-anchor-permalink" href="#SensitivityADPassThrough" title="Permalink"></a></h2><p>The special sensitivity algorithm <code>SensitivityADPassThrough</code> is used to ignore the internal sensitivity dispatches and instead do automatic differentiation directly through the solver. Generally this <code>sensealg</code> is only used internally.</p><h2 id="Note-about-ForwardDiff"><a class="docs-heading-anchor" href="#Note-about-ForwardDiff">Note about ForwardDiff</a><a id="Note-about-ForwardDiff-1"></a><a class="docs-heading-anchor-permalink" href="#Note-about-ForwardDiff" title="Permalink"></a></h2><p>ForwardDiff does not use ChainRules.jl and thus it completely ignores the special handling.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../Common_Keywords/">« Common Keyword Arguments</a><a class="docs-footer-nextpage" href="../PDE/">The PDE Definition Interface »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="auto">Automatic (OS)</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.1.2 on <span class="colophon-date" title="Wednesday 8 November 2023 03:36">Wednesday 8 November 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+end</code></pre><p>The sensitivity mechanism is kept in a separate package because of the high dependency and load time cost introduced by the automatic differentiation libraries. Different choices of automatic differentiation are then selected by the <code>sensealg</code> keyword argument in <code>solve</code>, which is made into a positional argument in the <code>_solve_adjoint</code> and other functions in order to allow dispatch.</p><h2 id="SensitivityADPassThrough"><a class="docs-heading-anchor" href="#SensitivityADPassThrough">SensitivityADPassThrough</a><a id="SensitivityADPassThrough-1"></a><a class="docs-heading-anchor-permalink" href="#SensitivityADPassThrough" title="Permalink"></a></h2><p>The special sensitivity algorithm <code>SensitivityADPassThrough</code> is used to ignore the internal sensitivity dispatches and instead do automatic differentiation directly through the solver. Generally this <code>sensealg</code> is only used internally.</p><h2 id="Note-about-ForwardDiff"><a class="docs-heading-anchor" href="#Note-about-ForwardDiff">Note about ForwardDiff</a><a id="Note-about-ForwardDiff-1"></a><a class="docs-heading-anchor-permalink" href="#Note-about-ForwardDiff" title="Permalink"></a></h2><p>ForwardDiff does not use ChainRules.jl and thus it completely ignores the special handling.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../Common_Keywords/">« Common Keyword Arguments</a><a class="docs-footer-nextpage" href="../PDE/">The PDE Definition Interface »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="auto">Automatic (OS)</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.1.2 on <span class="colophon-date" title="Wednesday 8 November 2023 06:09">Wednesday 8 November 2023</span>. Using Julia version 1.9.3.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
Original file line number	Diff line number	Diff line change
		@@ -1 +1 @@
		{"documenter":{"julia_version":"1.9.3","generation_timestamp":"2023-11-08T03:36:08","documenter_version":"1.1.2"}}
		{"documenter":{"julia_version":"1.9.3","generation_timestamp":"2023-11-08T06:09:55","documenter_version":"1.1.2"}}