Sparse Identification of Nonlinear Dynamics (SINDy)
26:44
YouTubeSteve Brunton
Sparse Identification of Nonlinear Dynamics (SINDy)
This video illustrates a new algorithm for the sparse identification of nonlinear dynamics (SINDy). In this work, we combine machine learning, sparse regression, and dynamical systems to identify nonlinear differential equations purely from measurement data. From the Paper: Discovering governing equations from data by sparse identification of ...
82.4K viewsApr 24, 2016
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