Knowledge Discovery In Nanophotonics Using Geometric Deep Learning

16 September 2019

Papers citing "Knowledge Discovery In Nanophotonics Using Geometric Deep Learning"

5 / 5 papers shown

Title
Geometry-Complete Perceptron Networks for 3D Molecular Graphs Alex Morehead Jianlin Cheng GNN 3DV AI4CE 75 12 0 04 Nov 2022
Machine learning for knowledge acquisition and accelerated inverse-design for non-Hermitian systems W. Ahmed M. Farhat K. Staliūnas Xiangliang Zhang Ying Wu 50 8 0 28 Apr 2022
Deep neural networks for the evaluation and design of photonic devices Jiaqi Jiang Ming-Keh Chen Jonathan A. Fan 99 411 0 30 Jun 2020
A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks S. An B. Zheng M. Shalaginov H. Tang Hang Li ... K. Richardson T. Gu Juejun Hu Clayton Fowler Hualiang Zhang 53 12 0 01 Jan 2020
Multifunctional Metasurface Design with a Generative Adversarial Network S. An B. Zheng H. Tang M. Shalaginov Li Zhou Hang Li T. Gu Juejun Hu Clayton Fowler Hualiang Zhang 73 145 0 13 Aug 2019