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Methods for System Identification (Prof. Steve L. Brunton)
Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models
Sparse Identification of Nonlinear Dynamics for Model Predictive Control
PySINDy tutorial 3: robust sparse system identification
PySINDy tutorial 4: robust sparse system identification by ensembling
Sparse Identification of Nonlinear Dynamics (SINDy)
Nonlinear System Identification | System Identification, Part 3
Sparse Nonlinear Dynamics Models with SINDy, Part 4: The Library of Candidate Nonlinearities
Nonlinear System Identification of Soft Robot Dynamics Using Koopman Operator Theory - ICRA 2019
System Identification: Full-State Models with Control
PySINDy tutorial 6: the weak formulation of SINDy and SINDy-PI
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Last Updated: August 14, 2026
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