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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 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