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Recommendations for the article Learning sparse nonlinear dynamics via mixed-integer optimization
Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
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visibility_off | Automatically discovering ordinary differential equations from data with sparse regression | Kevin Egan, Weizhen Li, Rui Carvalho | 2024-01-09 | Communications Physics | 13 | 2 |
visibility_off | Discovering governing equations from data by sparse identification of nonlinear dynamical systems | S. Brunton, J. Proctor, J. Kutz | 2015-09-11 | Proceedings of the National Academy of Sciences | 3591 | 68 |
visibility_off | Sparse Identification of Nonlinear Dynamics with Side Information (SINDy-SI) | Gabriel F. Machado, Morgan Jones | 2023-10-06 | 2024 American Control Conference (ACC) | 2 | 1 |
visibility_off | PySINDy: A comprehensive Python package for robust sparse system identification | A. Kaptanoglu, Brian M. de Silva, Urban Fasel, Kadierdan Kaheman, Jared L. Callaham, Charles B. Delahunt, Kathleen P. Champion, Jean-Christophe Loiseau, J. Kutz, S. Brunton | 2021-11-12 | J. Open Source Softw. | 134 | 68 |
visibility_off | Sparse reconstruction of ordinary differential equations with inference | S. Venkatraman, Sumanta Basu, M. Wells | 2023-08-17 | ArXiv | 0 | 41 |
visibility_off | Physics-informed learning of governing equations from scarce data | Zhao Chen, Yang Liu, Hao Sun | 2020-05-05 | Nature Communications | 324 | 13 |
visibility_off | PySINDy: A Python package for the Sparse Identification of Nonlinear Dynamics from Data. | Brian M. de Silva, Kathleen P. Champion, M. Quade, Jean-Christophe Loiseau, J. Kutz, S. Brunton | 2020-04-17 | arXiv: Dynamical Systems | 52 | 68 |
visibility_off | Sparse learning of stochastic dynamical equations. | L. Boninsegna, F. Nüske, C. Clementi | 2017-12-06 | The Journal of chemical physics | 204 | 46 |
visibility_off | Sparsistent Model Discovery | Georges Tod, G. Both, R. Kusters | 2021-06-22 | ArXiv | 1 | 13 |
Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |