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Keywords: fabric-informed neural network
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Journal Articles
Journal:
Géotechnique
Geotechnique 1–15.
Published: 23 June 2026
...T. Y. Han; X. Han; G. C. Yang; C. Y. Kwok; L. Jing; Y. D. Sobral Conventional machine learning approaches predominantly focus on macroscopic stress–strain correlations, neglecting crucial microstructural descriptors of granular systems. This study proposes a fabric-informed neural network ( FINN...
Includes: Supplementary data
