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Do Neural PDE Solvers Learn the Right Dynamics?

arXiv:2610.06952v1 Announce Type: new Abstract: Neural PDE solvers can achieve low prediction errors, but do they reproduce the dynamics of the systems they model? Prediction scores alone offer an incomplete answer: they measure agreement with reference solutions but provide limited insight into ho…

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  1. 2026-10-07 04:00 · arXiv cs.LG
    Do Neural PDE Solvers Learn the Right Dynamics?

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