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Zhichao Lin
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Machine learning in electromagnetics with applications to biomedical imaging: A review
M Li, R Guo, K Zhang, Z Lin, F Yang, S Xu, X Chen, A Massa, A Abubakar
IEEE Antennas and Propagation Magazine 63 (3), 39-51, 2021
172021
Low-frequency data prediction with iterative learning for highly nonlinear inverse scattering problems
Z Lin, R Guo, M Li, A Abubakar, T Zhao, F Yang, S Xu
IEEE Transactions on Microwave Theory and Techniques 69 (10), 4366-4376, 2021
92021
Neural network-based supervised descent method for 2D electrical impedance tomography
Z Lin, R Guo, K Zhang, M Li, F Yang, S Xu, A Abubakar
Physiological Measurement 41 (7), 074003, 2020
92020
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, 2021
72021
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
62021
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
2022
Low-Frequency Data Learning for Solving Highly Nonlinear Inverse Scattering Problems
Z Lin, R Guo, M Li, A Abubakar, T Zhao, F Yang, S Xu
2022 16th European Conference on Antennas and Propagation (EuCAP), 1-3, 2022
2022
Neural Born Iteration Method For Solving Inverse Scattering Problems: 2D Cases
T Shan, Z Lin, X Song, M Li, F Yang, S Xu
arXiv preprint arXiv:2112.09831, 2021
2021
Study on the Degrees of Freedom of Scattered Fields in Nonlinear Inverse Scattering Problems
Z Lin, R Guo, M Li, F Yang, S Xu, A Abubakar
2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2021
2021
Study on Low-Frequency Data Learning for Inverse Scattering Problems with High Nonlinearity
Z Lin, R Guo, M Li, A Abubakar, T Zhao, F Yang, S Xu
2021 International Applied Computational Electromagnetics Society (ACES …, 2021
2021
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
2021
Supervised Descent Method Using Neural Networks for 2D Electrical Impedance Tomography
Z Lin, R Guo, K Zhang, M Li, F Yang, S Xu, A Abubakar
2019 International Applied Computational Electromagnetics Society Symposium …, 2019
2019
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