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First Experiences on an Accurate SPH Method on GPUs

机译:关于GPU准确的SPH方法的第一次经验

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摘要

It is well known that the standard formulation of the Smoothed Particle Hydrodynamics is usually poor when scattered data distribution is considered or when the approximation near the boundary occurs. Moreover, the method is computational demanding when a high number of data sites and evaluation points are employed. In this paper an enhanced version of the method is proposed improving the accuracy and the efficiency by using a HPC environment. Our implementation exploits the processing power of GPUs for the basic computational kernel resolution. The performance gain demonstrates the method to be accurate and suitable to deal with large sets of data.
机译:众所周知,当考虑散射数据分布时或当发生边界附近的近似时,平滑粒子动力学的标准制剂通常差。此外,当采用大量数据站点和评估点时,该方法是计算要求。本文通过使用HPC环境提高了该方法的增强版本,提高了准确性和效率。我们的实现利用了GPU的处理能力,以实现基本计算内核分辨率。性能增益展示了准确性,适合处理大量数据的方法。

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