相关实验视频

Updated: Jul 24, 2025

Visualization of Failure and the Associated Grain-Scale Mechanical Behavior of Granular Soils under Shear using Synchrotron X-Ray Micro-Tomography
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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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基于图形神经网络的颗粒材料中的粒子位置估计

Hang Zhang1, Xingqiao Li1, Zirui Li1

  • 1School of Automation, Central South University, Changsha 410083, China.

Micromachines
|July 8, 2023
PubMed
概括

这项研究引入了一个图形卷积神经网络,以精确估计颗粒物质中的粒子位置,仅使用粒子距离. 这种方法提供了一种新的,独立于维度的方法来理解颗粒系统结构.

关键词:
坐标预测 坐标预测距离估计算法 距离估计算法距离信息信息 距离信息信息图表 卷积网络 卷积网络粒子的位置 粒子的位置两个维的光弹性颗粒状材料.

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