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Automated data-driven modeling, the process of directly discovering the governing equations of a dynamical system from data, ... On day 2 of the Symbolic Model Discovery from Time-Series data workshop, we have Dr Urban Fasel (Aeronautics, Imperial) to ... Machine learning is enabling the discovery of dynamical systems models and governing equations purely from measurement data ...
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PySINDy tutorial 3: robust sparse system identification
PySINDy tutorial 8: building feature libraries
PySINDy tutorial 1: overview of PySINDy for sparse system identification
PySINDy tutorial 6: the weak formulation of SINDy and SINDy-PI
PySINDy tutorial 4: robust sparse system identification by ensembling