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Recommendations for the article SINDy-PI: a robust algorithm for parallel implicit sparse identification of nonlinear dynamics
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | Sparse identification of Lagrangian for nonlinear dynamical systems via proximal gradient method | Adam Purnomo, M. Hayashibe | 2022-09-04 | Scientific Reports | 10 | 26 |
| 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) | 5 | 2 |
| 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. | 180 | 74 |
| visibility_off | Automatically discovering ordinary differential equations from data with sparse regression | Kevin Egan, Weizhen Li, Rui Carvalho | 2024-01-09 | Communications Physics | 28 | 2 |
| visibility_off | Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity. | Donglin Liu, A. Sopasakis | 2025-03-01 | Chaos | 0 | 1 |
| visibility_off | Derivative-Based SINDy (DSINDy): Addressing the Challenge of Discovering Governing Equations from Noisy Data | J. Wentz, A. Doostan | 2022-11-10 | SSRN Electronic Journal | 34 | 35 |
| visibility_off | A Robust SINDy Approach by Combining Neural Networks and an Integral Form | Ali Forootani, P. Goyal, P. Benner | 2023-09-13 | ArXiv | 7 | 17 |
| visibility_off | Generalizing the SINDy approach with nested neural networks | Camilla Fiorini, Cl'ement Flint, Louis Fostier, Emmanuel Franck, Reyhaneh Hashemi, Victor Michel-Dansac, Wassim Tenachi | 2024-04-24 | ArXiv | 3 | 4 |
| 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 | 4 | 3 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |