An online autonomous learning and prediction scheme for machine learning assisted structural optimization-Reference-Cited by-同舟云学术

An online autonomous learning and prediction scheme for machine learning assisted structural optimization

Published:2023-03 Issue: Volume:184 Page:110500
ISSN:0263-8231
Container-title:Thin-Walled Structures
language:en
Short-container-title:Thin-Walled Structures

Author:

Xing Yi,Tong Liyong^ORCID

Funder

Australian Research Council

Publisher

Elsevier BV

Subject

Mechanical Engineering,Building and Construction,Civil and Structural Engineering

Reference40 articles.

1. Large-scale parallel topology optimization using a dual-primal substructuring solver;Evgrafov;Struct. Multidiscip. Optim.,2007

2. A partition and microstructure based method applicable to large-scale topology optimization;Nikravesh;Mech. Mater.,2022

3. Accelerating large-scale topology optimization: State-of-the-art and challenges;Mukherjee;Arch. Comput. Methods Eng.,2021

4. Computational acceleration of topology optimization using parallel computing and machine learning methods – Analysis of research trends;Maksum;J. Ind. Inf. Integr.,2022

5. A machine learning-assisted structural optimization scheme for fast-tracking topology optimization;Xing;Struct. Multidiscip. Optim.,2022

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