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Tao Shan
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Study on a 3D Possion's equation slover based on deep learning technique
T Shan, X Dang, M Li, F Yang, S Xu, J Wu
2018 IEEE International Conference on Computational Electromagnetics (ICCEM …, 2018
1142018
Coding programmable metasurfaces based on deep learning techniques
T Shan, X Pan, M Li, S Xu, F Yang
IEEE journal on emerging and selected topics in circuits and systems 10 (1 …, 2020
992020
Study on a fast solver for Poisson’s equation based on deep learning technique
T Shan, W Tang, X Dang, M Li, F Yang, S Xu, J Wu
IEEE transactions on antennas and propagation 68 (9), 6725-6733, 2020
692020
Physics embedded deep neural network for solving full-wave inverse scattering problems
R Guo, Z Lin, T Shan, X Song, M Li, F Yang, S Xu, A Abubakar
IEEE transactions on antennas and propagation 70 (8), 6148-6159, 2021
482021
Artificial intelligence: New frontiers in real-time inverse scattering and electromagnetic imaging
M Salucci, M Arrebola, T Shan, M Li
IEEE Transactions on Antennas and Propagation 70 (8), 6349-6364, 2022
432022
Physics embedded deep neural network for solving volume integral equation: 2-D case
R Guo, T Shan, X Song, M Li, F Yang, S Xu, A Abubakar
IEEE Transactions on Antennas and Propagation 70 (8), 6135-6147, 2021
402021
Solving combined field integral equation with deep neural network for 2-D conducting object
R Guo, Z Lin, T Shan, M Li, F Yang, S Xu, A Abubakar
IEEE Antennas and Wireless Propagation Letters 20 (4), 538-542, 2021
242021
Phase synthesis of beam-scanning reflectarray antenna based on deep learning technique
T Shan, M Li, S Xu, F Yang
Progress In Electromagnetics Research 172, 41-49, 2021
222021
Application of multitask learning for 2-D modeling of magnetotelluric surveys: TE case
T Shan, R Guo, M Li, F Yang, S Xu, L Liang
IEEE Transactions on Geoscience and Remote Sensing 60, 1-9, 2021
182021
Physics-informed supervised residual learning for electromagnetic modeling
T Shan, J Zeng, X Song, R Guo, M Li, F Yang, S Xu
IEEE Transactions on Antennas and Propagation 71 (4), 3393-3407, 2023
132023
Neural born iterative method for solving inverse scattering problems: 2D cases
T Shan, Z Lin, X Song, M Li, F Yang, S Xu
IEEE Transactions on Antennas and Propagation 71 (1), 818-829, 2022
122022
Synthesis of refiectarray based on deep learning technique
T Shan, M Li, S Xu, F Yang
2018 Cross Strait Quad-Regional Radio Science and Wireless Technology …, 2018
122018
Physics-informed supervised residual learning for 2D electromagnetic forward modeling
T Shan, X Song, R Guo, M Li, F Yang, S Xu
arXiv e-prints, arXiv: 2104.13231, 2021
82021
A new approach for solving inverse scattering problems based on physics-informed supervised residual learning
T Shan, Z Lin, X Song, M Li, F Yang, S Xu
2022 16th European Conference on Antennas and Propagation (EuCAP), 1-4, 2022
52022
Physics-Informed Supervised Residual Learning for 2-D Inverse Scattering Problems
T Shan, Z Lin, X Song, M Li, F Yang, S Xu
IEEE Transactions on Antennas and Propagation 71 (4), 3746 - 3751, 2023
22023
Hardware-friendly unsupervised coding scheme for reconfigurable intelligent surface based on binary neural networks
T Shan, M Li, F Yang, S Xu
2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2022
12022
Physics embedded iterative neural network for solving integral equations
R Guo, Z Lin, T Shan, X Song, M Li, F Yang, S Xu, A Abubakar
2021 15th European Conference on Antennas and Propagation (EuCAP), 1-5, 2021
12021
Solving Combined Field Integral Equations with Physics-informed Graph Residual Learning for EM Scattering of 3D PEC Targets
T Shan, M Li, F Yang, S Xu
IEEE Transactions on Antennas and Propagation, 2023
2023
Solving Combined Field Integral Equations of 3D PEC Targets Based on Physics-informed Graph Residual Learning
T Shan, M Li, F Yang, S Xu
2023 XXXVth General Assembly and Scientific Symposium of the International …, 2023
2023
Deep learning techniques for electromagnetic forward modeling
T Shan, M Li
Applications of Deep Learning in Electromagnetics: Teaching Maxwell's …, 2023
2023
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