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Seismic-scale reservoir simulation of giant subsurface reservoirs using GPU-accelerated linear equation systems

机译:使用GPU加速线性方程组系统模拟巨型地下储层的地震规模储层

摘要

A computer-based system performs iterative linear solution of giant systems of linear equations with the computational acceleration capabilities of GPU's (Graphical Processing Units). Processing is performed in a heterogeneous (hybrid) computer environment composed of both computer data processing units (CPU's) and GPU's. The computational acceleration in processing provides an order of magnitude speed improvement over other methodology which utilizes only CPU's. The present invention enables reservoir studies to be carried out within time constraints, and real-time reservoir simulations to be made while keeping pace with online data acquisition.
机译:一个基于计算机的系统通过GPU(图形处理单元)的计算加速功能,对线性方程组的大型系统执行迭代线性求解。在由计算机数据处理单元(CPU)和GPU组成的异构(混合)计算机环境中执行处理。与仅使用CPU的其他方法相比,处理中的计算加速提供了一个数量级的速度改进。本发明使得能够在时间限制内进行储层研究,并且在与在线数据获取保持同步的同时进行实时储层模拟。

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