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.
A.et al.Critical slowing down as early warning for the onset and termination of depression.Proceedings of the National Academy of Sciences 111, 87–92 (2014)
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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.