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Physics-Informed Neural Network (PINN) Based Deep Learning Approach for Prediction of Return Loss and Resonant Frequency of Slot

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IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/physics-informed-neural-network-pinn-based-deep-learning-approach-prediction-return-loss
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This submission includes a Physics-Informed Neural Network (PINN)-based model trained on a dataset of textile antenna parameters. The attached image summarizes the dataset characteristics. Full dataset available as supplementary material or upon request.
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Taksala Devapriya Amalraj
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