Estimation of the Shear Strength of Sand-Clay mixtures based on the ANN and low-field NMR

Estimation of the Shear Strength of Sand-Clay mixtures based on the ANN and low-field NMR

Abstract The application of sand-clay mixtures is diverse in contemporary engineering practices, with particular emphasis on their shear strength characteristics. This study focused on the estimation of the shear strength of sand-clay mixtures using the artificial neural network (ANN) and low-field...

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Bibliographic Details
Main Authors: Xiajun Liu, Zhen Lu, Yifei Zhu, Qiaoli Le, Jiagang Wei
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Artificial neural network
Nuclear magnetic resonance
Sand-clay mixtures
Shear strength
Online Access:https://doi.org/10.1038/s41598-024-77626-w
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