In-Context System Identification for Nonlinear Dynamics Using Large Language Models

Linyu Lin

Sparse Identification of Nonlinear Dynamics (SINDy) is a powerful method for discovering parsimonious governing equations from data, but it often requires expert tuning of candidat…