WE-A4.1A: Neural network and Machine Learning modelling of electromagnetic field problems
Wed, 17 Jul, 08:40 - 10:20
Location: Room 5
Session Type: Oral
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