Articles with "universal differential" as a keyword



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Structural Inference of Networked Dynamical Systems with Universal Differential Equations

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Published in 2022 at "Chaos"

DOI: 10.1063/5.0109093

Abstract: Networked dynamical systems are common throughout science in engineering; e.g., biological networks, reaction networks, power systems, and the like. For many such systems, nonlinearity drives populations of identical (or near-identical) units to exhibit a wide… read more here.

Keywords: structural inference; physics; universal differential; networked dynamical ... See more keywords