A data-driven framework discovers non-autonomous dynamical equations from data via optimal basis function selection, shown effective on synthetic systems and applied to biological and engineering examples.
On explaining the surprising success of reservoir computing forecaster of chaos? the universal machine learning dynamical system with contrast to var and dmd.Chaos31, 013108 (2021)
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Revealing dynamics of non-autonomous complex systems from data
A data-driven framework discovers non-autonomous dynamical equations from data via optimal basis function selection, shown effective on synthetic systems and applied to biological and engineering examples.