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Recommendations for the article Sparse identification of nonlinear dynamics for model predictive control in the low-data limit
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | SINDy with Control: A Tutorial | Urban Fasel, E. Kaiser, J. Kutz, Bingni W. Brunton, S. Brunton | 2021-08-30 | 2021 60th IEEE Conference on Decision and Control (CDC) | 45 | 63 |
| visibility_off | SINDy vs Hard Nonlinearities and Hidden Dynamics: a Benchmarking Study | Aurelio Raffa Ugolini, Valentina Breschi, Andrea Manzoni, M. Tanelli | 2024-03-01 | ArXiv | 0 | 1 |
| visibility_off | SINDy-PI: a robust algorithm for parallel implicit sparse identification of nonlinear dynamics | Kadierdan Kaheman, J. Kutz, S. Brunton | 2020-04-05 | Proceedings. Mathematical, Physical, and Engineering Sciences | 184 | 63 |
| visibility_off | Sparse Identification of Nonlinear Dynamics with Side Information (SINDy-SI) | Gabriel F. Machado, Morgan Jones | 2023-10-06 | ArXiv | 1 | 1 |
| visibility_off | Multi-objective SINDy for parameterized model discovery from single transient trajectory data | Javier A. Lemus, Benjamin Herrmann | 2024-05-14 | ArXiv | 0 | 0 |
| 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 | 3114 | 63 |
| 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. | 106 | 63 |
| visibility_off | Nonlinear Control of Networked Dynamical Systems | Megan Morrison, Nathan Kutz | 2020-06-09 | IEEE Transactions on Network Science and Engineering | 9 | 5 |
| visibility_off | Discovering sparse interpretable dynamics from partial observations | Peter Y. Lu, Joan Ariño Bernad, M. Soljačić | 2021-07-22 | Communications Physics | 17 | 94 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |