12:44PySINDy tutorial 1: overview of PySINDy for sparse system identificationAlan Kaptanoglu17.3K viewsView & Download
7:44PySINDy tutorial 4: robust sparse system identification by ensemblingAlan Kaptanoglu4.6K viewsView & Download
19:40Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious ModelsSteve Brunton30.8K viewsView & Download
24:06Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!Steve Brunton97.4K viewsView & Download
14:31SINDy-PI: A Robust Algorithym for Parallel Implicit Sparse Identification of Nonlinear DynamicsFields Institute1.5K viewsView & Download
23:10PySINDy tutorial 5: Building in physical priors with constraintsAlan Kaptanoglu4.9K viewsView & Download
17:32Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating ModelsSteve Brunton39.8K viewsView & Download
43:51SysGenX Workshop: Urban Fasel - Robust Model Discovery with SINDy and Ensemble LearningExcalibur375 viewsView & Download
18:58SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamicsSteve Brunton14.6K viewsView & Download
12:39PySINDy tutorial 7: identifying partial differential equations (PDEs) and choosing a regularizationAlan Kaptanoglu3.8K viewsView & Download