Denis M. Tikhonov

Tensor sparse identification of differential equations of nonlinear dynamical systems

The problem of sparse identification of non-linear dynamics is considered. The problem is motivated by the need for interpretable mathematical models in the natural sciences, where the fundamental laws of evolution are either unknown or known only partially. The T‑SINDy method is proposed, which combines time delay e...