78 citations · 78 across the 1 of their papers we have counts for
2 papers
physics.optics2020★ 78 cited
Global Inverse Design Across Multiple Photonic Structure Classes Using Generative Deep Learning
Christopher Yeung, Ryan Tsai, Benjamin Pham +6
Understanding how nano- or micro-scale structures and material properties can be optimally configured to attain specific functionalities remains a fundamental challenge. Photonic m…
physics.optics2020
Elucidating the Behavior of Nanophotonic Structures Through Explainable Machine Learning Algorithms
Christopher Yeung, Ju-Ming Tsai, Brian King +3
A central challenge in the development of nanophotonic structures is identifying the optimal design for a target functionality, and understanding the physical mechanisms that enabl…