Upscaling micro-mechanical heterogeneity to predict macroscopic failure in coal using deep learning and grain-based DEM

International Journal of Rock Mechanics and Mining Sciences 2026

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Authors: Zihao Wang, Yidong Cai, Dameng Liu, Derek Elsworth, Ranjith Pathegama Gamage, Yingfang Zhou, Zhejun Pan, Jun Matsushima, Hui Wang
DOI: 10.1016/j.ijrmms.2026.106629
Cited by: 1
References: 60

Fields of Study & Subjects

Rock Mechanics and Modeling Coal Properties and Utilization Mineral Processing and Grinding

Publication details

Journal / source
International Journal of Rock Mechanics and Mining Sciences
Publisher
Elsevier BV
Volume
206
Pages
106629–106629
Publication date
14 July 2026
Language
EN