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A predictive deep learning framework for path-dependent mechanical behavior of granular materials

Gang Ma, Shaoheng Guan Orcid Logo, Qiao Wang, Y. T. Feng, Wei Zhou, Yuntian Feng Orcid Logo, Shaoheng Guan Guan

Acta Geotechnica, Volume: 17, Issue: 8, Pages: 3463 - 3478

Swansea University Authors: Yuntian Feng Orcid Logo, Shaoheng Guan Guan

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Published in: Acta Geotechnica
ISSN: 1861-1125 1861-1133
Published: Springer Science and Business Media LLC 2022
Online Access: Check full text

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Keywords: Data-driven; DEM; Granular materials; LSTM cell; Path-dependency
College: Faculty of Science and Engineering
Issue: 8
Start Page: 3463
End Page: 3478