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Sparse Nonlinear Dynamics Models with SINDy - The Library of Candidate Nonlinearities

Sparse Nonlinear Dynamics Models with SINDy - The Library of Candidate Nonlinearities

Steve Brunton via YouTube Direct link

Curse of Dimensionality

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Curse of Dimensionality

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Sparse Nonlinear Dynamics Models with SINDy - The Library of Candidate Nonlinearities

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  1. 1 Introduction & Recap
  2. 2 SINDy as a Generalized Linear Regression
  3. 3 SINDy with Control
  4. 4 Bifurcation Parameters
  5. 5 Rational Functions
  6. 6 Curse of Dimensionality
  7. 7 Exploiting Symmetries

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