MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING

Ph.D

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Main Author:	YUAN ZHONGBO
Other Authors:	CIVIL & ENVIRONMENTAL ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2023
Subjects:	Computational homogenization, Machine learning, heterogeneous material, Finite Element, Muliti-scale modeling
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/246534
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-246534
record_format	dspace
spelling	sg-nus-scholar.10635-2465342023-12-22T18:00:18Z MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING YUAN ZHONGBO CIVIL & ENVIRONMENTAL ENGINEERING Leong Hien Poh Computational homogenization, Machine learning, heterogeneous material, Finite Element, Muliti-scale modeling Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2023-12-22T18:00:18Z 2023-12-22T18:00:18Z 2023-08-21 Thesis YUAN ZHONGBO (2023-08-21). MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/246534 0000-0003-3280-7450 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Computational homogenization, Machine learning, heterogeneous material, Finite Element, Muliti-scale modeling
spellingShingle	Computational homogenization, Machine learning, heterogeneous material, Finite Element, Muliti-scale modeling YUAN ZHONGBO MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING
description	Ph.D
author2	CIVIL & ENVIRONMENTAL ENGINEERING
author_facet	CIVIL & ENVIRONMENTAL ENGINEERING YUAN ZHONGBO
format	Theses and Dissertations
author	YUAN ZHONGBO
author_sort	YUAN ZHONGBO
title	MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING
title_short	MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING
title_full	MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING
title_fullStr	MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING
title_full_unstemmed	MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING
title_sort	multi-scale computational homogenization framework for heterogeneous materials and structures with machine learning
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/246534
_version_	1787136371105726464

MULTI-SCALE COMPUTATIONAL HOMOGENIZATION FRAMEWORK FOR HETEROGENEOUS MATERIALS AND STRUCTURES WITH MACHINE LEARNING

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