This page was last updated on 2026-08-10 06:37:38 UTC
Recommendations for the article Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | Sparsifying priors for Bayesian uncertainty quantification in model discovery | Seth M. Hirsh, D. Barajas-Solano, J. Kutz | 2021-07-05 | Royal Society Open Science | 125 | 34 |
| visibility_off | How Low Can You Go? Active Learning for Sparse Model Discovery in the Ultra-Low-Data Limit | A. Larrañaga, Urban Fasel, Steven L. Brunton | 2026-06-10 | ArXiv | 1 | 10 |
| visibility_off | Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery | Liyao (Mars) Gao, Urban Fasel, S. Brunton, J. Kutz | 2023-01-30 | ArXiv | 23 | 80 |
| visibility_off | Robust Sparse Identification of Dynamical Systems via Adaptive Data Smoothing | Longwei Zuo, Chunjian Pan, Qingchao Jiang | 2025-10-25 | 2025 18th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) | 0 | 4 |
| visibility_off | Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity. | Donglin Liu, A. Sopasakis | 2025-03-01 | Chaos | 4 | 3 |
| visibility_off | Sparse and nonparametric estimation of equations governing dynamical systems with applications to biology | G. Pillonetto, A. Giaretta, A. Aravkin, M. Bisiacco, T. Elston | 2025-11-01 | ArXiv | 0 | 79 |
| visibility_off | Automatically discovering ordinary differential equations from data with sparse regression | Kevin W. Egan, Weizhen Li, Rui Carvalho | 2024-01-09 | Communications Physics | 45 | 5 |
| visibility_off | Sparse Identification of Nonlinear Dynamics with Conformal Prediction | Urban Fasel | 2025-07-15 | ArXiv | 3 | 3 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |