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Sparse Identification of Nonlinear Dynamics for Model Predictive Control
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
Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models
PySINDy tutorial 6: the weak formulation of SINDy and SINDy-PI
PySINDy tutorial 5: Building in physical priors with constraints
System Identification: Sparse Nonlinear Models with Control
Robust Model Discovery with Ensemble Learning and SINDy (applications to active learning & control)
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Last Updated: August 12, 2026
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