Binghang Xiao

Sparse semi-interpretable networks for discovering nonlinear dynamics with time-varying parameters and switching structures

Data-driven equation discovery has emerged as a new focal point in nonlinear dynamics. While significant progress has been made in identifying governing equations of time-invariant dynamical systems, the existing approaches still encounter considerable obstacles when applied to s...