Topology optimization via machine learning and deep learning: a review
Author:
Affiliation:
1. Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology , 34051, Daejeon, Republic of Korea
2. Narnia Labs , 34051, Daejeon, Republic of Korea
Abstract
Funder
National Research Foundation of Korea
Ministry of Science and ICT
Publisher
Oxford University Press (OUP)
Subject
Computational Mathematics,Computer Graphics and Computer-Aided Design,Human-Computer Interaction,Engineering (miscellaneous),Modeling and Simulation,Computational Mechanics
Link
https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwad072/50880408/qwad072.pdf
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3. Understanding of a convolutional neural network;Albawi,2017
4. A level-set method for shape optimization;Allaire;Comptes Rendus Mathematique,2002
5. Shape related constraints aware generation of mechanical designs through deep convolutional GAN;Almasri,2020
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