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Physics-Informed Deep Operator Network For 3-D Time-Domain Electromagnetic Modeling by mgopalkrishna0007 is a document available to read on EtoBox.

What is Physics-Informed Deep Operator Network For 3-D Time-Domain Electromagnetic Modeling about?

This article introduces a physics-informed deep operator network (PI-DON) for modeling 3-D electromagnetic problems in the time domain, which improves efficiency by eliminating the need for ground-truth data through unsupervised training. The PI-DON demonstrates competitive performance compared to traditional finite-difference time-domain solvers, showcasing strong generalizability for uncertainty quantification and design optimization. The proposed method leverages a deep curl operator (DCO) to solve Maxwe

Author

mgopalkrishna0007

Language

EN