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BystrickyK / SINDy

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Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.

machine-learning model fft numerical-methods system-identification sparse-regression equations spectral-methods sparse-modeling coefficients sindy numerical-differentiation dynamical spectral-difference simulation-data model-discovery candidate-functions spectral-filtering
  • Updated Oct 26, 2021
  • Python

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