Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks

20 July 2020

Papers citing "Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks"

4 / 4 papers shown

Title
Inverse Design of Grating Couplers Using the Policy Gradient Method from Reinforcement Learning S. Hooten R. Beausoleil T. Van Vaerenbergh 20 21 0 30 Jun 2021
Active learning based generative design for the discovery of wide bandgap materials Rui Xin Edirisuriya M Dilanga Siriwardane Yuqi Song Yong Zhao Steph-Yves M. Louis Alireza Nasiri Jianjun Hu AI4CE 19 13 0 28 Feb 2021
Deep neural networks for the evaluation and design of photonic devices Jiaqi Jiang Ming-Keh Chen Jonathan A. Fan 17 393 0 30 Jun 2020
$Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks$ Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks Jiaqi Jiang David Sell Stephan Hoyer Jason Hickey Jianji Yang Jonathan A. Fan 24 222 0 29 Nov 2018