PIER Journals
PhotonIcs and Electromagnetics Research Symposium, also known as Progress In Electromagnetics Research Symposium
Featured Plans

PIERS —— A global symposium committed to
advancing photonics and electromagnetics for the benefit of humanity.

5_FocusSession.SC5: Machine Learning for Electromagnetic Inverse Problems 2

Session Organizers

Zhun Wei
Zhejiang University
China
Xudong Chen
National University of Singapore
Singapore

Session Chairs

Zhun Wei
Zhejiang University
China
Xudong Chen
National University of Singapore
Singapore

Session Infomation

Submitted Articles

Kindly be aware that this is not the final version and the date/time of presentations may be slightly adjusted. The date for each talk will be finalized in Advance Program by 5 October, 2021. The time for each talk will be finalized in Final Program by 20 October, 2021.
Presenting Author Talk Time Paper Title | Authors | Abstract Session Date / Room
13:00
Onsite
Inverse-design of a Wideband FSS with Dual-band Absorption Performance Based on Target-driven Deep Neural Network
Jiayi Wang (Zhejiang University) *Bin Zheng (Zhejiang University) Jiangtao Huangfu (Zhejiang University) Rui Xi (Zhejiang University) Hongsheng Chen (Zhejiang University)
[View Abstract] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
13:15
Web
Investigation on the Generalization Ability of Electric Flux Density Learning Method
Tiantian Yin (National University of Singapore) *Xudong Chen (National University of Singapore)
[View Abstract] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
13:25
Onsite
Invited 		Study on Non-linear Multiphysics Joint Inversion Algorithms
*Maokun Li (Tsinghua University) *** Rui Guo (Tsinghua University) Hongyu Zhou (Tsinghua University) Fan Yang (Tsinghua University) Shenheng Xu (Tsinghua University) Aria Abubakar (Schlumberger Houston Formation Evaluation)
[View Abstract] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
13:45
Onsite
Recent Advances in Neuro-transfer Function Techniques for EM Parametric Modeling and Optimization
*Feng Feng (Tianjin University) Jianan Zhang (Carleton University) Qi-Jun Zhang (Carleton University)
[View Abstract] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
14:00
Onsite
Invited 		Application of Generative Adversarial Network-based Inversion Algorithm in Imaging Two-dimensional Lossy Biaxial Anisotropic Scatterer
*** *Xiuzhu Ye (Beijing Institute of Technology)
[View Abstract] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
14:20
Web
Towards a Calibration-free Approach to Deep Learning based Single-incidence Inverse Scattering
*Girija Ramesan Karthik (Indian Institute of Science) Prasanta Kumar Ghosh (Indian Institute of Science)
[View Abstract] [Published Paper] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
14:30
Onsite
Invited 		Machine Learning-incorporated Electromagnetic Modeling and Imaging
*Kuiwen Xu (Hangzhou Dianzi University) Zeming Qian (Hangzhou Dianzi University) ***
[View Abstract] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
14:50
Onsite
SAR Open Set Recognition Based on Counterfactual Framework
Xiaoyan Zhou (National University of Defense Technology) *Tao Tang (National University of Defense Technology) Yuting Cui (National University of Defense Technology) Gangyao Kuang (National University of Defense Technology)
[View Abstract] [Published Paper] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12
15:05
Onsite
A Robust Bypass Detection Method for LED Operating States Based on PWM Interference
Xinyu Hong (Zhejiang University) Yinger Zhang (Zhejiang University) Tingjun Lai (Zhejiang University) Hengjian Ma (Zhejiang University) *Jiangtao Huangfu (Zhejiang University)
[View Abstract] [Published Paper] 		1P_12a
2022-04-25
PM
Room: Online ROOM 12

Contact us

Inquiry about paper submission, registration, and program schedule, please email to:
PIERS OFFICE: office@piers.org and/or office@emwave.cn

Usually, inquiry to PIERS OFFICE will be replied within 1-2 working days. If you cannot get reply timely, please keep trying both emails, or change another email account to contact us to avoid the unpredictable email correspondence problem between us.

Sponsors

The EM Academy piers.org jpier.org Who’s Who in EM
Copyright © 2021 The Electromagnetics Academy. All Rights Reserved.