181 citations
- Tsinghua UniversityCN15 papers
- Chinese Academy of SciencesCN8 papers
- National Institute of Standards and TechnologyUS7 papers
- China Jiliang UniversityCN4 papers
- University of Colorado BoulderUS4 papers
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- Beijing Academy of Quantum Information SciencesCN3 papers
- University of Chinese Academy of SciencesCN3 papers
- Beijing National Research Center for Information Science and TechnologyCN2 papers
- Harbin Institute of TechnologyCN2 papers
- Jinan Institute of Quantum TechnologyCN2 papers
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physics.comp-ph2021★ 47 cited
Neural Born Iteration Method For Solving Inverse Scattering Problems: 2D Cases
Tao Shan, Zhichao Lin, Xiaoqian Song +3
In this paper, we propose the neural Born iterative method (NeuralBIM) for solving 2D inverse scattering problems (ISPs) by drawing on the scheme of physics-informed supervised res…
physics.comp-ph2021★ 54 cited
Physics-Informed Supervised Residual Learning for Electromagnetic Modeling
Tao Shan, Jinhong Zeng, Xiaoqian Song +4
In this study, physics-informed supervised residual learning (PhiSRL) is proposed to enable an effective, robust, and general deep learning framework for 2D electromagnetic (EM) mo…