Improvement of system identification of stochastic systems via Koopman generator and locally weighted expectation

Yuki Tahara, Kakutaro Fukushi, Shunta Takahashi +2

The estimation of equations from data is of interest in physics. One of the famous methods is the sparse identification of nonlinear dynamics (SINDy), which utilizes sparse estimat…