Enhancing Adjoint Optimization-Based Photonic Inverse Design with Explainable Machine Learning

Document Details

Document Type
Pub Defense Publication
Publication Date
Apr 21, 2022
Source ID
10.1021/acsphotonics.1c01636

Entities

People

  • Aaswath Raman
  • Benjamin Pham
  • Christopher Yeung
  • David T. Ho
  • Kara Levy
  • Katherine T. Fountaine
  • Zihan Zhang

Organizations

  • Alfred P. Sloan Foundation
  • Defense Advanced Research Projects Agency
  • Northrop Grumman
  • University of California
  • University of California, Los Angeles

Tags

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms