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
Session:
Neural network and Machine Learning modelling of electromagnetic field problems Oral
Track:
AP-S: Computational and Analytical Techniques
Location:
Spadolini: 0-02
Session Time:
Wed, 17 Jul, 08:40 - 10:20
Presentation Time:
Wed, 17 Jul, 09:40 - 10:00
Session Co-Chairs:
Ren Wang, University of Electronic Science and Technology of China and Özgür Eriş, Middle East Technical University
Presentation
Discussion
Session WE-A4.1A
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
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
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
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
Resources
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