Publication | Closed Access
SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamics
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2021
Year
Unknown Venue
Numerical AnalysisNonlinear System IdentificationParameter IdentificationSparse RepresentationImplicit DynamicsEngineeringData ScienceRational SystemNonlinear DynamicsInverse ProblemsComputer ScienceRobust AlgorithmNonlinear ProcessNonlinear Dimensionality ReductionSystem IdentificationKadierdan Kaheman
In this video, Kadierdan Kaheman describes SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamics. The SINDy-PI overcomes the difficulties of using SINDy to identify the rational system or implicit dynamics and made it possible to directly extract the physical laws from data.
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