PIER Journals
PhotonIcs and Electromagnetics Research Symposium, also known as Progress In Electromagnetics Research Symposium
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SC2&SC3: Photonics Empowered by Artificial Intelligence 1

Session Organizers

Yongmin Liu
Northeastern University
USA
Junsuk Rho
Pohang University of Science and Technology (POSTECH)
Korea
Wei Ma
Zhejiang University
China

Session Chairs

Junsuk Rho
Pohang University of Science and Technology (POSTECH)
Korea
Wei Ma
Zhejiang University
China

Session Infomation

Recently, there has been strong interest and exciting progress in the field that combines photonics and artificial intelligence. It has been shown that artificial intelligence, including machine learning and deep learning, can significantly accelerate the discovery, design, and deployment of various photonic structures, materials, devices, and systems. The topics of the session include but are not limited to:
  • Machine learning and deep learning for the design of photonic materials, such as metamaterials/metasurfaces, topological photonic materials, and photonic crystals
  • Inverse design of photonic structures and devices by advanced optimization methods
  • Optical sensing, imaging, communication, and spectroscopy empowered by machine learning and deep learning
  • Metamaterials and integrated photonics for optical computing and information processing
  • Optical neural networks and neuromorphic photonics

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
08:00
Onsite
Invited 		Dynamically-tuned Active Metasurfaces and Plasmonic Devices Based on Phase Change Materials
*Ru-Wen Peng (Nanjing University) Jia-Nan Wang (Nanjing University) Fang-Zhou Shu (Nanjing University) Bo Xiong (Zhejiang University) Ben-Qi Hou (Nanjing University) Ren-Hao Fan (Nanjing University) Dong-Xiang Qi (Nanjing University) Yongmin Liu (Northeastern University) Mu Wang (Nanjing University)
[View Abstract] 		1A3a
2022-04-25
AM
Room: Online ROOM 3
08:20
Onsite
Invited 		Smart Design of Plasmonic Stack Metamaterials by Artificial Intelligence
*Jinfeng Zhu (Xiamen University) ***
[View Abstract] 		1A3a
2022-04-25
AM
Room: Online ROOM 3
08:40
Onsite
Realizing Colorful Holographic Mimicry by Metasurfaces
*Bo Xiong (Zhejiang University) Yihao Xu (Northeastern University) *** Ru-Wen Peng (Nanjing University) Mu Wang (Nanjing University) Yongmin Liu (Northeastern University)
[View Abstract] 		1A3a
2022-04-25
AM
Room: Online ROOM 3
08:55
Onsite
Deep Learning Accelerated Dielectric Metasurface Design
Yijie Gu (Zhejiang University) Ran Hao (China Jiliang University) *Er-Ping Li (Zhejiang University)
[View Abstract] 		1A3a
2022-04-25
AM
Room: Online ROOM 3
09:10
Web
On-chip Cascaded Devices with an Intelligent Algorithm
Hongyi Yuan (Beijing Institute of Technology) *Cuicui Lu (Beijing Institute of Technology)
[View Abstract] 		1A3a
2022-04-25
AM
Room: Online ROOM 3

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