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math.NA2022
Model order reduction for parameterized electromagnetic problems using matrix decomposition and deep neural networks
Xiao-Feng He, Liang Li, Stephane Lanteri +1
A non-intrusive model order reduction (MOR) method for solving parameterized electromagnetic scattering problems is proposed in this paper. A database collecting snapshots of high-…
math.NA2021★ 2 cited
Non-intrusive reduced order modeling of parametric electromagnetic scattering problems through Gaussian process regression
Ying Zhao, Liang Li, Kun Li
This paper is concerned with the design of a non-intrusive model order reduction (MOR) for the system of parametric time-domain Maxwell equations. A time- and parameter-independent…