IEEE AP-S/URSI 2024
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2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting
14-19 July 2024 • Florence, Italy
Technical Program
Session WE-A4.1A
WE-A4.1A: Neural network and Machine Learning modelling of electromagnetic field problems
Wed, 17 Jul, 08:40 - 10:20
Location:
Room 5
Session Chair:
Ren Wang, University of Electronic Science and Technology of China
Track:
AP-S: Computational and Analytical Techniques
Wed, 17 Jul, 08:40 - 09:00
WE-A4.1A.1: Optimizations of Dielectric Slab Surfaces with Genetic Algorithms and Machine Learning
Özgür Eriş, Şevket Ege Yeşilyurt, Özgür Ergül, Middle East Technical University, Turkey
Wed, 17 Jul, 09:00 - 09:20
WE-A4.1A.2: Finite Difference Based PINN for Electromagnetic Forward Problem Solving
Junjie Shao, Yuhang Liu, Ren Wang, Bing-Zhong Wang, University of Electronic Science and Technology of China, China
Wed, 17 Jul, 09:20 - 09:40
WE-A4.1A.3: Solving Electromagnetic Problems with PINN based on Scattering Equivalent Source Method
Hongyuan Chang, Jinsong Fan, Ren Wang, Bing-Zhong Wang, University of Electronic Science and Technology of China, China
Wed, 17 Jul, 09:40 - 10:00
WE-A4.1A.4: Inverse Design of Frequency Selective Surface Using Physics-Informed Neural Networks
Yu-Hang Liu, Bing-Zhong Wang, Ren Wang, University of Electronic Science and Technology of China, China
Wed, 17 Jul, 10:00 - 10:20
WE-A4.1A.5: Neuro-metasurface for signal path customization with transfer learning
Zhixiang Fan, Chao Qian, Hongsheng Chen, Zhejiang university, China