W. Houser

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

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 expensive in both computation and memory. In this work, we introduce TT-WSINDy, which combines techniques of the Multidimensional Approxima...