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Improve Enzyme compile times and update AD example scripts - #202

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bgroenks96 wants to merge 19 commits into

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bg/differentiability-examples

Commits on Oct 7, 2026

Make StateVariables a mutable struct with const fields
bgroenks96
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af3c662
Remove branching from run_timesteps!
bgroenks96
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6970c8a
Add Speedy + Terrarium lateral-coupling adjoint example
bgroenks96
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30aa502
Add temporary parameters method override for tuples
bgroenks96
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2d468fb
Fix type stability bug in soil horizon constructorof
bgroenks96
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4cccceb
Add regression test for reconstructing snow
bgroenks96
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9600eed
Make all model types mutable to help Enzyme
bgroenks96
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1f9ce20
Remove Enzyme from examples environment
bgroenks96
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9335528
Fix bug in ParameterEditing dispatch for process types
bgroenks96
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117bf3f
Fix issues with parameter number formats
bgroenks96
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2ca68d3
Add new Enzyme extension with custom rule for tick!
bgroenks96
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e33cc3f
Add speedy deps to autodiff example env
bgroenks96
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e289760
Forward Oceananigans grid metrics for ColumnRingGrid
bgroenks96
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03913e5
Update differentiation example to use parameter API
bgroenks96
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be1e354
Update lateral coupling AD script
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60c2e61
Fix bug in clock tick! rule
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38144de
Fix Enzyme error in initialize!
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83e0a56
Comapre parameter sensitivities against finite diff
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52c1b00
Update lateral coupling script and investgiation note
bgroenks96
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b6551b6