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Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!
Sparse Identification of Nonlinear Dynamics for Model Predictive Control
PySINDy GUI tutorial
Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models
SINDy-PI: A Robust Algorithym for Parallel Implicit Sparse Identification of Nonlinear Dynamics
PySINDy: A Python Library for Model Discovery
PySINDy tutorial 7: identifying partial differential equations (PDEs) and choosing a regularization
PySINDy tutorial 6: the weak formulation of SINDy and SINDy-PI
PySINDy tutorial 5: Building in physical priors with constraints
Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models
SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamics
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Last Updated: August 22, 2026
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