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Implement wrappers for residual learning - #9

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evan-palmer merged 2 commits into
mainfrom
dev-residuals
Nov 4, 2026
Merged

evan-palmer merged 2 commits into
mainfrom
dev-residuals

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This PR introduces a few wrappers for residual learning, including a generic wrapper, a wrapper for SPD matrix residual learning and PSD matrix residual learning. The generic wrapper is best used when learning e.g. grey-box models where the nominal model is a physics prior and the residual is a correction. Similarly, the SPD and PSD variants can be used to learn corrections to coefficient matrices like mass or drag matrices.

@evan-palmer evan-palmer self-assigned this Nov 4, 2026
@evan-palmer
evan-palmer merged commit eec3544 into main Nov 4, 2026
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evan-palmer deleted the dev-residuals branch November 4, 2026 06:41
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