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PySINDy tutorial 4: robust sparse system identification by ensembling
PySINDy tutorial 1: overview of PySINDy for sparse system identification
PySINDy GUI tutorial
PySINDy tutorial 3: robust sparse system identification
PySINDy tutorial 7: identifying partial differential equations (PDEs) and choosing a regularization
Robust Model Discovery with Ensemble Learning and SINDy (applications to active learning & control)
SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamics
System Identification for Robotics: Fixing SINDy with Unified Dynamics
SINDy-PI: A Robust Algorithym for Parallel Implicit Sparse Identification of Nonlinear Dynamics
Hands On Scientific Machine Learning - SINDy
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Last Updated: October 20, 2026
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Summary
Automated data-driven modeling, the process of directly discovering the governing equations of a dynamical system from data, ... Update** In the most recent versions of Paper: arxiv.org/abs/2111.10992 Urban Fasel, J. Nathan Kutz, Bingni W. Brunton, Steven L. Brunton Video by Urban Fasel ... In this video, Kadierdan Kaheman describes SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear ... In this video, I present "Unified SINDy," a novel approach to System Identification that combines Lagrangian and Newtonian ... Speaker: Kadierdan Kaheman Event: Second Symposium on Machine Learning and Dynamical Systems ... From the SciML group at Leeds Institute for Data Analytics Speaker - Alasdair Roy, PhD Student, CDT Fluid Dynamics, University ...
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