A Generative Model for Inverse Design of Metamaterials

25 May 2018

Papers citing "A Generative Model for Inverse Design of Metamaterials"

7 / 7 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
Machine learning for knowledge acquisition and accelerated inverse-design for non-Hermitian systems W. Ahmed M. Farhat K. Staliūnas Xiangliang Zhang Ying Wu 14 8 0 28 Apr 2022
Deep Learning-Based Inverse Design for Engineering Systems: Multidisciplinary Design Optimization of Automotive Brakes Seongsin Kim Min-seok Jwa Soon-Sik Lee Sung-Moon Park Namwoo Kang AI4CE 24 11 0 27 Feb 2022
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures Jun Wang Wei Chen Daicong Da M. Fuge R. Rai 27 55 0 03 Mar 2021
Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks Jiaqi Jiang Jonathan A. Fan 24 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 11 144 0 13 Aug 2019
Global optimization of dielectric metasurfaces using a physics-driven neural network Jiaqi Jiang Jonathan A. Fan MedIm 6 326 0 13 May 2019