11 citations · 12 across the 2 of their papers we have counts for
3 papers
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…
stat.AP2020★ 1 cited
Sparse representation for damage identification of structural systems
Zhao Chen, Hao Sun
Identifying damage of structural systems is typically characterized as an inverse problem which might be ill-conditioned due to aleatory and epistemic uncertainties induced by meas…
cs.LG2020
Physics-informed learning of governing equations from scarce data
Zhao Chen, Yang Liu, Hao Sun
Harnessing data to discover the underlying governing laws or equations that describe the behavior of complex physical systems can significantly advance our modeling, simulation and…