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Jia-Ze Huang

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Open access Aug 2026

Optical Scattering Characteristics of Three-Dimensional Targets Based on Transfer Learning PINNs

Physics-Informed Neural Networks (PINNs) continue to suffer from limited training efficiency in predicting electromagnetic scattering from three-dimensional (3D) targets, resulting in particularly high retraining costs when target geometries or incident fields vary. To address this issue, we propose a transferable PINN...

Ren-Xian Li, Jia-Ze Huang, Huan Tang et al. · 0 citations

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