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Stochastic reconstruction of 3D microstructures from 2D cross-sectional images using machine learning-based characterization
,
Dunhui Xiao,
Dongfeng Li,
Hywel Thomas ,
Chenfeng Li
Computer Methods in Applied Mechanics and Engineering, Volume: 390, Start page: 114532
Swansea University Authors:
Jinlong Fu , Hywel Thomas , Chenfeng Li
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DOI (Published version): 10.1016/j.cma.2021.114532
Abstract
Stochastic reconstruction of 3D microstructures from 2D cross-sectional images using machine learning-based characterization
| Published in: | Computer Methods in Applied Mechanics and Engineering |
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| ISSN: | 0045-7825 |
| Published: |
Elsevier BV
2022
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| Online Access: |
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| URI: | https://cronfa.swan.ac.uk/Record/cronfa59176 |
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| Keywords: |
Random heterogeneous media; Stochastic reconstruction; Machine learning-based characterization; Statistical equivalence; Microstructural descriptors |
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| College: |
Faculty of Science and Engineering |
| Funders: |
The authors would like to thank the support from China Scholarship Council (CSC Number: 201608440279), Swansea University (Zienkiewicz Scholarship), United Kingdom, the Royal Society (Ref.: IECNSFC191628) and the EPSRC, United Kingdom grant PURIFY (Ref.: EPV0007561). |
| Start Page: |
114532 |