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low-rank approximation 1optimization algorithms 1orthogonality constraint 1positivity preservation 1vlasov equation 1

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20242026
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cs.LG2025

WENDy for Nonlinear-in-Parameters ODEs

Nic Rummel, Daniel A. Messenger, Stephen Becker +2

The Weak-form Estimation of Non-linear Dynamics (WENDy) framework is a recently developed approach for parameter estimation and inference of systems of ordinary differential equati…