15 citations · 18 across the 4 of their papers we have counts for
Showing physics.opticsShow all
2 papers · 1 filter
physics.optics2025★ 15 cited
Machine-Learning-Assisted Photonic Device Development: A Multiscale Approach from Theory to Characterization
Yuheng Chen, Alexander Montes McNeil, Taehyuk Park +16
Photonic device development (PDD) has achieved remarkable success in designing and implementing new devices for controlling light across various wavelengths, scales, and applicatio…
physics.optics2025★ 1 cited
On-Demand Inverse Design for Narrowband Nanophotonic Structures Based on Generative Model and Tandem Network
Yuxiao Li, Taeyoon Kim, Allen Zhang +2
Inverse design in nanophotonics remains challenging due to its ill-posed nature and sensitivity to input inaccuracies. We present a novel framework that combines a Conditional Vari…