An adaptive artificial neural network-based generative design method for layout designs

29 January 2021

Papers citing "An adaptive artificial neural network-based generative design method for layout designs"

11 / 11 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 239 30,108 0 01 Mar 2022
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems Liwei Wang Yu-Chin Chan Faez Ahmed Zhao Liu Ping Zhu Wei Chen AI4CE 37 215 0 27 Jun 2020
Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials Tim Hsu W. Epting Hokon Kim H. Abernathy Gregory A. Hackett A. Rollett P. Salvador Elizabeth A. Holm 30 82 0 22 Jun 2020
A deep Convolutional Neural Network for topology optimization with strong generalization ability Yiquan Zhang Bo Peng Xiaoyi Zhou Airong Chen Dalei Wang 46 65 0 23 Jan 2019
A Novel Topology Optimization Approach using Conditional Deep Learning Sharad Rawat M. Shen BDL 49 54 0 14 Jan 2019
Deep learning based inverse method for layout design Yujie Zhang W. Ye 3DV 20 39 0 07 Jun 2018
Automated Design using Neural Networks and Gradient Descent O. Hennigh 46 8 0 27 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 395 26,365 0 05 Sep 2017
Towards the Automatic Anime Characters Creation with Generative Adversarial Networks Yanghua Jin Jiakai Zhang Minjun Li Yingtao Tian Huachun Zhu Zhihao Fang GAN CVBM 61 187 0 18 Aug 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 250 10,394 0 06 Nov 2014