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GPU-based parallel computation for discontinuous deformation analysis (DDA) method and its application to modelling earthquake-induced landslide

机译:基于GPU的非连续变形分析(DDA)并行计算及其在地震诱发滑坡建模中的应用

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摘要

Graphic Processing Unit (GPU), as a computing device, has upgraded from single-subject graphical processors to multi-core processors with tremendous computational horsepower. This paper proposes to accelerate the DDA using parallel Jacobi Preconditioned Conjugate Gradient (JPCG) technique on GPUs. Based on the results of two numerical examples, the calculation accuracies of the DDA with serial and parallel solvers are validated, and we found that the DDA with parallel solvers exhibits a much higher execution efficiency. The movement process of Daguangbao landslide triggered by the Wenchuan earthquake is replicated and the modeled deposit pattern coincides well with the actual topography after earthquake. (C) 2017 Elsevier Ltd. All rights reserved.
机译:图形处理单元(GPU)作为一种计算设备,已经从单主体图形处理器升级到具有强大计算能力的多核处理器。本文提出了在GPU上使用并行Jacobi预条件共轭梯度(JPCG)技术来加速DDA。根据两个数值示例的结果,验证了具有串行和并行求解器的DDA的计算精度,并且发现具有并行求解器的DDA表现出更高的执行效率。重复了汶川地震引发的大光宝滑坡运动过程,模拟的沉积规律与地震后的实际地形相吻合。 (C)2017 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Computers and Geotechnics》 |2017年第6期|80-94|共15页
  • 作者

    Song Yixiang; Huang Da; Zeng Bin;

  • 作者单位

    Chongqing Univ, Key Lab New Technol Construct Cities Mt Area, Minist Educ, Chongqing 400045, Peoples R China|Chongqing Univ, Sch Civil Engn, Chongqing 400044, Peoples R China;

    Chongqing Univ, Key Lab New Technol Construct Cities Mt Area, Minist Educ, Chongqing 400045, Peoples R China|Chongqing Univ, Sch Civil Engn, Chongqing 400044, Peoples R China|Chongqing Univ, State Key Lab Coal Mine Disaster Dynam & Control, Chongqing 400045, Peoples R China;

    Chongqing Univ, Key Lab New Technol Construct Cities Mt Area, Minist Educ, Chongqing 400045, Peoples R China|Chongqing Univ, Sch Civil Engn, Chongqing 400044, Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    GPU; DDA; Jacobi Preconditioned Conjugate Gradient; Daguangbao landslide;

    机译:GPU;DDA;雅各比预处理共轭梯度;大光宝滑坡;

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