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20222026
most citedLearning dynamics on invariant measures using PDE-constrained optimization

5 citations · 9 across the 8 of their papers we have counts for

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math.NA2026

Data-Adaptive Learning of Dynamical Systems by Matching Transfer Operators and Invariant Measures

Yinong Huang, Jonah Botvinick-Greenhouse, Yunan Yang

Trajectory-based learning of dynamical systems is often fragile in the presence of noise, chaos, or sparse observations, as small pointwise errors can rapidly amplify. We introduce…