A Surrogate-Reinforcement Learning Framework for Optimizing Device Parameters of Single Photon Avalanche Diodes Conference

Mamun, Kazi Mohammad, Pala, Nezih, Shawkat, Mst Shamim Ara. (2026). A Surrogate-Reinforcement Learning Framework for Optimizing Device Parameters of Single Photon Avalanche Diodes . COMPRESSIVE SENSING III, 14019 10.1117/12.3095018

cited authors

  • Mamun, Kazi Mohammad; Pala, Nezih; Shawkat, Mst Shamim Ara

authors

date/time interval

  • April 28, 2026 -

publication date

  • January 1, 2026

published in

keywords

  • Device modeling and simulation
  • Device optimization
  • Machine learning
  • Optics
  • Physical Sciences
  • Reinforcement learning
  • SPAD
  • Science & Technology
  • TCAD modeling

Location

  • MD, National Harbor

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

Conference

  • 2026 Conference on Advanced Photon Counting Techniques

publisher

  • SPIE-INT SOC OPTICAL ENGINEERING

volume

  • 14019