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…