PhotonIcs and Electromagnetics Research Symposium, also known as Progress In Electromagnetics Research Symposium

Focus & Special Sessions

Session Title

SC2&SC3: Photonics Empowered by Artificial Intelligence 1 & 2

Session Organizers

  • Yongmin Liu

    Prof.

    Northeastern University

  • Junsuk Rho

    Prof.

    Pohang University of Science and Technology (POSTECH)

  • Wei Ma

    Prof.

    Zhejiang University

Session Information

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

Note: The following submitted articles are not guaranteed to be scheduled in the final program at this stage. The final presentation type and arranged session will be decided by Technical Program Committee.

Presenting Author

Talk Time | Paper Title | Authors | Abstract

Shukai Ma

Dr.

University of Maryland

Zhaoyu Zhang

Prof.

The Chinese University of Hong Kong

  • 00:00Deep Learning Based Modeling of Photonic Crystal Nanocavities
    ***, ***, ***, Zhaoyu Zhang(The Chinese University of Hong Kong)

Xianglai Liao

Mr.

Beijing University of Posts and Telecommunications

  • 00:00Efficient Design of 3D Chiral Plasmonic Metasurfaces Assisted by Intelligent Algorithms
    Xianglai Liao(Beijing University of Posts and Telecommunications), Lili Gui(Beijing University of Posts and Telecommunications), Chuanshuo Wang(Beijing University of Posts and Telecommunications), Maoyu Feng(Beijing University of Posts and Telecommunications), Zhenming Yu(Beijing University of Posts and Telecommunications), Tian Zhang(Beijing University of Posts and Telecommunications), Kun Xu(Beijing University of Posts and Telecommunications)

Yijie Gu

Dr.

Zhejiang University

  • 00:00Deep Learning Accelerated Dielectric Metasurface Design
    Yijie Gu(Zhejiang University), Ran Hao(China Jiliang University), Er Ping Li(Zhejiang University --- UIUC Institute)

Marin Soljačić

Prof.

Massachusetts Institute of Technology

  • 00:00Neural Networks for Photonics and Photonics for Neural Networks
    KeynoteMarin Soljačić(Massachusetts Institute of Technology)

Bo Xiong

Dr.

Nanjing University

  • 00:00Realizing Colorful Holographic Mimicry by Metasurfaces
    Bo Xiong(Nanjing University), ***, ***, Ru-Wen Peng(Nanjing University), Mu Wang(Nanjing University), Yongmin Liu(Northeastern University)

Ru-Wen Peng

Prof.

Nanjing University

Sensong An

Dr.

University of Massachusetts Lowell

Junsuk Rho

Prof.

Pohang University of Science and Technology (POSTECH)

  • 00:00Inverse Design and Forward Modelling in Nanophotonics Using Deep-learning
    InvitedJunsuk Rho(Pohang University of Science and Technology (POSTECH))

Li Gao

Dr.

Nanjing University of Posts and Telecommunications

  • 00:00The Application of Deep Neural Network for Nanophotonic Design
    InvitedLi Gao(Nanjing University of Posts and Telecommunications)

Hongyi Yuan

Mr.

Beijing Institute of Technology

  • 00:00On-chip Cascaded Devices with an Intelligent Algorithm
    Hongyi Yuan(Beijing Institute of Technology), Cuicui Lu(Beijing Institute of Technology)

Xiao Lin

Prof.

Zhejiang University

Yongbo Deng

Prof. Dr.

Changchun Institute of Optics, Fine Mechanics and Physics (CIOMP), Chinese Academy of Sciences

  • 00:00Topology Optimization for Micro/Nano Optics
    InvitedYongbo Deng(Changchun Institute of Optics, Fine Mechanics and Physics (CIOMP), Chinese Academy of Sciences)

Ziyang Zhang

Dr.

Westlake University

  • 00:00Tactile Sensor Using a Single Optical Fiber Path and AI-based Image Recognition
    Invited***, Ziyang Zhang(Westlake University)

Federico Capasso

Prof.

Harvard University

Tingyi Gu

Dr.

University of Delaware

  • 00:00Integrated Metasystem for Fourier Optics and Machine Learning
    Invited***, ***, Tingyi Gu(University of Delaware)

Jinfeng Zhu

Prof.

Xiamen University

  • 00:00Smart Design of Plasmonic Stack Metamaterials by Artificial Intelligence
    InvitedJinfeng Zhu(Xiamen University), ***

Jonathan A. Fan

Dr.

Stanford University

  • 00:00Accelerating the Innovation Cycle of Nanophotonic Systems Design
    InvitedJonathan A. Fan(Stanford University)