SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamics
Kadierdan Kaheman
Abstract
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.
Topics & Concepts
Nonlinear systemDynamics (music)Identification (biology)AlgorithmComputer sciencePhysicsAcousticsQuantum mechanicsBotanyBiologyControl Systems and IdentificationFault Detection and Control SystemsIterative Learning Control Systems