Global optimization of dielectric metasurfaces using a physics-driven neural network

13 May 2019

Papers citing "Global optimization of dielectric metasurfaces using a physics-driven neural network"

11 / 11 papers shown

Title
Unified, Verifiable Neural Simulators for Electromagnetic Wave Inverse Problems Charles Dove Jatearoon Boondicharern Laura Waller AI4CE 35 0 0 31 Mar 2024
OptoGPT: A Foundation Model for Inverse Design in Optical Multilayer Thin Film Structures Taigao Ma Haozhu Wang L. J. Guo 22 18 0 20 Apr 2023
Machine Learning for Metasurfaces Design and Their Applications Kumar Vijay Mishra Ahmet M. Elbir A. Zaghloul AI4CE 19 5 0 02 Nov 2022
Tackling Multimodal Device Distributions in Inverse Photonic Design using Invertible Neural Networks Michel Frising J. Bravo-Abad F. Prins 27 2 0 29 Aug 2022
Generative Evolutionary Strategy For Black-Box Optimizations C. Park 11 0 0 06 May 2022
WaveY-Net: Physics-augmented deep learning for high-speed electromagnetic simulation and optimization Ming-Keh Chen Robert Lupoiu Chenkai Mao Der-Han Huang Jiaqi Jiang P. Lalanne Jonathan A. Fan 28 19 0 02 Mar 2022
Bridging the reality gap in quantum devices with physics-aware machine learning D. L. Craig H. Moon F. Fedele D. Lennon B. V. Straaten ... D. Zumbuhl G. Briggs Michael A. Osborne D. Sejdinovic N. Ares 28 13 0 22 Nov 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 Meta-Optic Systems: Inversely Designed with Artificial Intelligence Dayu Zhu Zhaocheng Liu L. Raju Andrew S. Kim W. Cai 16 5 0 30 Jun 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
$Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks$ Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks Jiaqi Jiang David Sell Stephan Hoyer Jason Hickey Jianji Yang Jonathan A. Fan 32 222 0 29 Nov 2018