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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 vs Hard Nonlinearities and Hidden Dynamics: a Benchmarking Study | Aurelio Raffa Ugolini, Valentina Breschi, Andrea Manzoni, M. Tanelli | 2024-03-01 | ArXiv | 1 | 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 | 205 | 65 |
| 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) | 1 | 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. | 112 | 65 |
| visibility_off | Discovering sparse interpretable dynamics from partial observations | Peter Y. Lu, Joan Ariño Bernad, M. Soljačić | 2021-07-22 | Communications Physics | 17 | 94 |
| visibility_off | PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data | Brian M. de Silva, Kathleen P. Champion, M. Quade, Jean-Christophe Loiseau, J. Kutz, S. Brunton | 2020-05-18 | J. Open Source Softw. | 129 | 65 |
| visibility_off | Learning Linear Representations of Nonlinear Dynamics Using Deep Learning | Akhil Ahmed, E. A. Rio-Chanona, Mehmet Mercangöz | 2022-04-03 | ArXiv | 3 | 19 |
| visibility_off | Data-based modeling and control of nonlinear process systems using sparse identification: An overview of recent results | Fahim Abdullah, P. Christofides | 2023-03-01 | Comput. Chem. Eng. | 12 | 76 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |