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cs.LG2025
Learning the Basis: A Kolmogorov-Arnold Network Approach Embedding Green's Function Priors
Rui Zhu, Yuexing Peng, George C. Alexandropoulos +2
The Method of Moments (MoM) is constrained by the usage of static, geometry-defined basis functions, such as the Rao-Wilton-Glisson (RWG) basis. This letter reframes electromagneti…
cs.LG2025
A Physics-Informed Hierarchical Neural Network for Microwave Scattering Analysis of 3D PEC Targets
Rui Zhu, Yuexing Peng, George C. Alexandropoulos +1
Accurate modeling of scattering from three-dimensional (3D) perfectly electrically conducting (PEC) targets at microwave frequencies constitutes a fundamental objective in computat…