Predicting Broadband Resonator-Waveguide Coupling for Microresonator Frequency Combs through Fully Connected and Recurrent Neural Networks and Attention Mechanism

Document Details

Document Type
Pub Defense Publication
Publication Date
May 24, 2023
Source ID
10.1021/acsphotonics.3c00054

Entities

People

  • Curtis R. Menyuk
  • Ergun Simsek
  • GrĂ©gory Moille
  • Kartik Srinivasan
  • Masoud Soroush

Organizations

  • Air Force Office of Scientific Research
  • Defense Advanced Research Projects Agency
  • National Institute of Standards and Technology
  • University of Maryland
  • University of Maryland, Baltimore County

Tags

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks