$Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks$

Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks

29 November 2018

Jonathan A. Fan

Papers citing "Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks"

5 / 5 papers shown

Title
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning Wei Chen Rachel Sun Doksoo Lee Carlos M. Portela Wei Chen AI4CE 31 3 0 08 Dec 2023
Deep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces S. An B. Zheng M. Shalaginov H. Tang Hang Li ... K. Richardson T. Gu Juejun Hu Clayton Fowler Hualiang Zhang 13 60 0 02 Feb 2021
Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks Jiaqi Jiang Jonathan A. Fan 32 35 0 20 Jul 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 24 144 0 13 Aug 2019
Global optimization of dielectric metasurfaces using a physics-driven neural network Jiaqi Jiang Jonathan A. Fan MedIm 11 326 0 13 May 2019