Tensor-Train Weak SINDy: Identifying High-Dimensional Nonlinear Dynamics

Will Houser, Vanja Dukic, David M. Bortz

In recent years, weak-form methods have made significant advances in data-driven discovery of dynamical systems. However, in high-dimensional settings, current techniques can prove…