DeepAdjoint: An All-in-One Photonic Inverse Design Framework Integrating Data-Driven Machine Learning with Optimization Algorithms

Document Details

Document Type
Pub Defense Publication
Publication Date
Oct 03, 2022
Source ID
10.1021/acsphotonics.2c00968

Entities

People

  • Aaswath Raman
  • Benjamin Pham
  • Christopher Yeung
  • Katherine T. Fountaine
  • Ryan Tsai

Organizations

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

Tags

Technology Areas

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