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System Identification: Sparse Nonlinear Models with Control

System Identification: Sparse Nonlinear Models with Control

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Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!

Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!

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Data-Driven Control: Linear System Identification

Data-Driven Control: Linear System Identification

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Nonlinear System Identification | System Identification, Part 3

Nonlinear System Identification | System Identification, Part 3

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Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models

Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models

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Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization

Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization

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System Identification: Koopman with Control

System Identification: Koopman with Control

This lecture provides an overview of the use of modern Koopman spectral theory for

PySINDy tutorial 1: overview of PySINDy for sparse system identification

PySINDy tutorial 1: overview of PySINDy for sparse system identification

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System Identification: Regression Models

System Identification: Regression Models

This lecture provides an overview of modern data-driven regression methods for linear and

Sparse Identification of Nonlinear Dynamics for Model Predictive Control

Sparse Identification of Nonlinear Dynamics for Model Predictive Control

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