Sparse Equation Matching: A Derivative-Free Learning for General-Order Dynamical Systems

Jiaqiang Li, Jianbin Tan, Xueqin Wang

Equation discovery is a fundamental learning task for uncovering the underlying dynamics of complex systems, with wide-ranging applications in areas such as brain connectivity anal…