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Machine Learning based vertical diffusivity in EPBL mixing scheme used for ocean surface boundary layer #737

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Machine Learning based vertical diffusivity in EPBL mixing scheme used for ocean surface boundary layer #737

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Commits on Jul 18, 2024

  1. added the Machine Learned + empirically fitted diffusivity coefficien… 

    …ts for ePBL
    @aakashsane
    aakashsane committed Jul 18, 2024
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Commits on Jul 29, 2024

  1. Merge pull request #1 from aakashsane/dev/gfdl 

    updating ML_diffusivity to latest dev/gfdl
    @aakashsane
    aakashsane authored Jul 29, 2024
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Commits on Aug 5, 2024

  1. Merge branch 'NOAA-GFDL:dev/gfdl' into ML_diffusivity

    @aakashsane
    aakashsane authored Aug 5, 2024
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  2. Merge pull request #2 from aakashsane/ML_diffusivity 

    Ml diffusivity
    @aakashsane
    aakashsane authored Aug 5, 2024
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  3. Update MOM_energetic_PBL.F90 

    replaced the sigma to z coord algorithm used to map neural network output with a simpler and better algorithm that finds the shape function on the hz vertical grid.
    @aakashsane
    aakashsane authored Aug 5, 2024
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  4. updated the algorithm used in interpolating between neural network to… 

    … hz grid.
    @aakashsane
    aakashsane committed Aug 5, 2024
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  5. Update MOM_energetic_PBL.F90 

    some typo corrections
    @aakashsane
    aakashsane authored Aug 5, 2024
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  6. added type for hbl

    @aakashsane
    aakashsane authored Aug 5, 2024
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  7. fixed typo

    @aakashsane
    aakashsane authored Aug 5, 2024
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  8. Delete src/parameterizations/vertical/Modified_MOM_energetic_PBL.F90 

    extra unwanted file. deleted.
    @aakashsane
    aakashsane authored Aug 5, 2024
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  9. fixed another typo

    @aakashsane
    aakashsane authored Aug 5, 2024
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  10. some typos

    @aakashsane
    aakashsane authored Aug 5, 2024
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  11. some other typo

    @aakashsane
    aakashsane authored Aug 5, 2024
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Commits on Aug 20, 2024

  1. f_lower value changed to 0.1 deg. 

    f_lower is a lower cap on abs_f used inside equation for v_0. 
A cap is required to avoid singularity. Capping at any value below 1 deg is okay, solution is not sensitive. 
f_lower was tested for 1 deg and 0.1 deg. 
SST and MLD did not change.
    @aakashsane
    aakashsane authored Aug 20, 2024
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  2. Merge branch 'NOAA-GFDL:dev/gfdl' into dev/gfdl

    @aakashsane
    aakashsane authored Aug 20, 2024
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  3. Merge pull request #3 from aakashsane/dev/gfdl 

    Merging latest dev/gfdl
    @aakashsane
    aakashsane authored Aug 20, 2024
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Commits on Aug 29, 2024

  1. Merge pull request #4 from aakashsane/dev/gfdl 

    updating latest dev/gfdl with ML_diffusivity
    @aakashsane
    aakashsane authored Aug 29, 2024
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Commits on Aug 30, 2024

  1. fixed some typos

    @aakashsane
    aakashsane committed Aug 30, 2024
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  2. fixed some typos and removed unwanted variables

    @aakashsane
    aakashsane committed Aug 30, 2024
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  3. added comments to the code

    @aakashsane
    aakashsane committed Aug 30, 2024
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Commits on Sep 3, 2024

  1. deleted some unwanted files that were not part of original code

    @aakashsane
    aakashsane committed Sep 3, 2024
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Commits on Sep 4, 2024

  1. changing the code to meet mom6 code style requirements

    @aakashsane
    aakashsane committed Sep 4, 2024
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Commits on Sep 23, 2024

  1. Merge pull request #5 from aakashsane/dev/gfdl 

    updating
    @aakashsane
    aakashsane authored Sep 23, 2024
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Commits on Sep 30, 2024

  1. added the scales

    @aakashsane
    aakashsane committed Sep 30, 2024
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  2. Merge branch 'ML_diffusivity' of github.com:aakashsane/MOM6 into ML_d… 

    …iffusivity
    @aakashsane
    aakashsane committed Sep 30, 2024
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  3. corrected scales stuff

    @aakashsane
    aakashsane committed Sep 30, 2024
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Commits on Oct 2, 2024

  1. fixed some issues pointed out by Raph

    @aakashsane
    aakashsane committed Oct 2, 2024
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Commits on Oct 9, 2024

  1. Merge branch 'dev/gfdl' into ML_diffusivity

    @marshallward
    marshallward authored Oct 9, 2024
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  2. Delete src/parameterizations/vertical/.vscode/settings.json 

    deleted unwanted file
    @aakashsane
    aakashsane authored Oct 9, 2024
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Commits on Oct 21, 2024

  1. made some changes

    @aakashsane
    aakashsane committed Oct 21, 2024
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  2. made some edits, changed the greater than and less than signs, etc.

    @aakashsane
    aakashsane committed Oct 21, 2024
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Commits on Nov 18, 2024

  1. edited the comments in the subroutines

    @aakashsane
    aakashsane committed Nov 18, 2024
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  2. added comments in the subroutines

    @aakashsane
    aakashsane committed Nov 18, 2024
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  3. Merge branch 'dev/gfdl' into ML_diffusivity

    @aakashsane
    aakashsane authored Nov 18, 2024
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Commits on Nov 21, 2024

  1. Update MOM_energetic_PBL.F90 

    Added units to a missing variables (v0_dummy)
    @aakashsane
    aakashsane authored Nov 21, 2024
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  2. deleted .testing/tc4/Makefile

    @aakashsane
    aakashsane committed Nov 21, 2024
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  3. Delete .testing/tc4/gen_data.dSYM/Contents/Info.plist 

    file deleted
    @aakashsane
    aakashsane authored Nov 21, 2024
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  4. Delete .testing/tc4/gen_grid.dSYM/Contents/Info.plist

    @aakashsane
    aakashsane authored Nov 21, 2024
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