Structure-preserving Sparse Identification of Nonlinear Dynamics for Data-driven Modeling

Kookjin Lee, Nathaniel Trask, Panos Stinis. Structure-preserving Sparse Identification of Nonlinear Dynamics for Data-driven Modeling. In Bin Dong, Qianxiao Li, Lei Wang, Zhi-Qin John Xu, editors, Mathematical and Scientific Machine Learning, 15-17 August 2022, Peking University, Beijing, China. Volume 190 of Proceedings of Machine Learning Research, pages 65-80, PMLR, 2022. [doi]

Abstract

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