This page was last updated on 2026-10-12 06:46:00 UTC
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 | 15 | 29 |
| visibility_off | Sparse Identification of Nonlinear Dynamics with Side Information (SINDy-SI) | G. F. Machado, Morgan Jones | 2023-10-06 | 2024 American Control Conference (ACC) | 9 | 2 |
| visibility_off | PySINDy: A comprehensive Python package for robust sparse system identification | A. Kaptanoglu, Brian de Silva, Urban Fasel, Kadierdan Kaheman, Andy J. Goldschmidt, Jared L. Callaham, Charles B. Delahunt, Zachary G. Nicolaou, Kathleen P. Champion, Jean-Christophe Loiseau, J. Kutz, S. Brunton | 2021-11-12 | J. Open Source Softw. | 257 | 81 |
| visibility_off | Automatically discovering ordinary differential equations from data with sparse regression | Kevin Egan, Wei-Zhen Li, Rui Carvalho | 2024-01-09 | Communications Physics | 46 | 8 |
| visibility_off | Multi-Fidelity SINDy: Sparse Discovery of Nonlinear Dynamical Systems with Fidelity-Weighted Measurements | Filippo Zacchei, Ana Larrañaga, A. Frangi, A. Manzoni, S. Brunton | 2026-06-14 | ArXiv | 1 | 80 |
| visibility_off | Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity. | Donglin Liu, A. Sopasakis | 2025-03-01 | Chaos | 5 | 3 |
| 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 | 56 | 36 |
| visibility_off | A Robust SINDy Approach by Combining Neural Networks and an Integral Form | Ali Forootani, P. Goyal, P. Benner | 2023-09-13 | ArXiv | 13 | 19 |
| visibility_off | ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification | S. Viknesh, Younes Tatari, Chase Christenson, Amirhossein Arzani | 2024-10-21 | ArXiv | 23 | 28 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |