TOuNN: Topology Optimization using Neural Networks

Neural networks, and more broadly, machine learning techniques, have been recently exploited to accelerate topology optimization through data-driven training and image processing. In this paper, we demonstrate that one can directly execute topology optimization (TO) using neural networks (NN). The p...

Full description

Saved in:

Bibliographic Details
Published in:	Structural and multidisciplinary optimization Vol. 63; no. 3; pp. 1135 - 1149
Main Authors:	Chandrasekhar, Aaditya, Suresh, Krishnan
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2021 Springer Nature B.V
Subjects:	Computational Mathematics and Numerical Analysis Density Design optimization Engineering Engineering Design Image processing Isotropic material Machine learning Neural networks Optimization Research Paper Theoretical and Applied Mechanics Topology optimization Topology optimization Neural networks Machine learning
ISSN:	1615-147X, 1615-1488
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!