Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems

Rui Wang, Danielle C. Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu. Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems. In Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Volume 144 of Proceedings of Machine Learning Research, pages 385-398, PMLR, 2021. [doi]

Abstract

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