Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks

20 March 2019

Papers citing "Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks"

8 / 8 papers shown

Title
Bidirectional Adversarial Autoencoders for the design of Plasmonic Metasurfaces Yuansan Liu Jeygopi Panisilvam Peter Dower Sejeong Kim James Bailey 23 0 0 07 May 2024
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning Wei Chen Rachel Sun Doksoo Lee Carlos M. Portela Wei Chen AI4CE 38 3 0 08 Dec 2023
Tackling Multimodal Device Distributions in Inverse Photonic Design using Invertible Neural Networks Michel Frising J. Bravo-Abad F. Prins 29 2 0 29 Aug 2022
$Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network$ Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network Jingxi Li Bijie Bai Yilin Luo Aydogan Ozcan 40 48 0 13 Aug 2022
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 19 12 0 01 Jan 2020
Biomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning Wenqi Wei Ling Liu J. Rho 16 52 0 28 Oct 2019
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 29 144 0 13 Aug 2019
Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices Yashar Kiarashinejad Sajjad Abdollahramezani M. Zandehshahvar Omid Hemmatyar A. Adibi 14 88 0 07 May 2019