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Updated: Jun 27, 2025

Visualization of Failure and the Associated Grain-Scale Mechanical Behavior of Granular Soils under Shear using Synchrotron X-Ray Micro-Tomography
09:00

Visualization of Failure and the Associated Grain-Scale Mechanical Behavior of Granular Soils under Shear using Synchrotron X-Ray Micro-Tomography

Published on: September 29, 2019

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对卷积神经网络和回归分析进行比较研究,以评估桑迪多洛米特的单轴压力强度

Meiqian Wang1,2, Wenlian Liu3,4, Haiming Liu1

  • 1Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China.

Scientific reports
|April 30, 2024
PubMed
概括

预测桑迪多洛米特的单轴压力 (UCS) 对工程至关重要. 一种新的卷积神经网络 (CNN) 方法提供了比回归分析 (RA) 更精确的UCS预测,有效地处理数据不确定性.

关键词:
卷积神经网络 (CNN) 是一种神经网络.回归分析 (RA) 是一种回归分析.桑迪多洛米特山脉 (Sandy Dolomite) 是一个多洛米特山脉.单轴压力强度 (UCS) 是指单轴的压力强度.

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A Uniaxial Compression Experiment with CO2-Bearing Coal Using a Visualized and Constant-Volume Gas-Solid Coupling Test System10:27

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