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math.DS2022★ 11 cited
Structural Inference of Networked Dynamical Systems with Universal Differential Equations
James Koch, Zhao Chen, Aaron Tuor +2
Networked dynamical systems are common throughout science in engineering; e.g., biological networks, reaction networks, power systems, and the like. For many such systems, nonlinea…
math.DS2020★ 25 cited
Data-driven Modeling of Rotating Detonation Waves
Ariana Mendible, James Koch, Henning Lange +2
The direct monitoring of a rotating detonation engine (RDE) combustion chamber has enabled the observation of combustion front dynamics that are composed of a number of co- and/or…