Jonathan Gryak

MDBench: Benchmarking Data-Driven Methods for Model Discovery

Model discovery aims to uncover governing differential equations of dynamical systems directly from experimental data. Benchmarking such methods is essential for tracking progress and understanding trade-offs in the field. While prior efforts have focused mostly on identifying single equations, typi