AD interface compatibile with both ArrayDiff and ExaModels - #3046

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blegat wants to merge 13 commits into

Commits on Aug 12, 2026

Add nonlinear_model function
blegat
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354fc7d
Renam
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46e5103
Add QUADRATIC linearity and public linearity queries to Nonlinear
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459c20a
Add ModelWithQuad and ModelWithOracles layers to Nonlinear
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7172c9b
Support parameters in QPBlockData and wrap existing solver storage
blegat
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f68f598
Return nothing from layer constraint_linearity when inner is unknown
blegat
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06e9194
Add Jacobian and Hessian product callbacks to the Nonlinear layers
blegat
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d278d81
Recurse gracefully in _try_num_constraints through layer stacks
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13a7687
Gate inner structure queries on the inner evaluator's features
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88111a0
Add Nonlinear.exploits_structure trait and _has_objective fallback
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96d4929
Answer product callbacks with oracles via materialized derivatives
blegat
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3737ff0
Formatting
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e7048ed

Commits on Aug 15, 2026

Fix Vale linting error
blegat
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3cc14ff