A Generative Model for Inverse Design of Metamaterials

25 May 2018

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

8 / 8 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 33 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 27 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 34 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 33 55 0 03 Mar 2021
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 27 144 0 13 Aug 2019
Global optimization of dielectric metasurfaces using a physics-driven neural network Jiaqi Jiang Jonathan A. Fan MedIm 16 327 0 13 May 2019