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Stochastic reconstruction of 3D microstructures from 2D cross-sectional images using machine learning-based characterization

Jinlong Fu Orcid Logo, Dunhui Xiao, Dongfeng Li, Hywel Thomas Orcid Logo, Chenfeng Li Orcid Logo

Computer Methods in Applied Mechanics and Engineering, Volume: 390, Start page: 114532

Swansea University Authors: Jinlong Fu Orcid Logo, Hywel Thomas Orcid Logo, Chenfeng Li Orcid Logo

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Published in: Computer Methods in Applied Mechanics and Engineering
ISSN: 0045-7825
Published: Elsevier BV 2022
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Keywords: Random heterogeneous media; Stochastic reconstruction; Machine learning-based characterization; Statistical equivalence; Microstructural descriptors
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