4.6 Article

Three orders of magnitude improved efficiency with high-performance spectral crystal plasticity on GPU platforms

出版社

WILEY
DOI: 10.1002/nme.4592

关键词

plastic deformation; texture; crystal plasticity; spectral methods; high-performance computing

资金

  1. US Department of Energy
  2. Consortium for Advanced Simulation of Light Water Reactors, an Energy Innovation Hub under US Department of Energy [DE-AC05-00OR22725]
  3. Seaborg Institute under the Los Alamos National Laboratory Laboratory Directed Research and Development (LANL LDRD) program

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We study efficient numerical implementations of crystal plasticity in the spectral representation, with emphasis on high-performance computational aspects of the simulation. For illustrative purposes, we apply this approach to a Taylor homogenization model of fcc poly-crystalline materials and show that the spectral representation of crystal plasticity is ideal for parallel implementations aimed at next-generation large-scale microstructure-sensitive simulations of material deformation. We find that multi-thread parallelizations of the algorithm provide two orders of magnitude acceleration of the calculation, whereas graphics processing unit-based computing solutions allow for three orders of magnitude speedup factors over the conventional model. Copyright (c) 2014 John Wiley & Sons, Ltd.

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