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Computational Fluid Dynamics Using Graphics Processing Units: Challenges and Opportunities

[+] Author Affiliations
S. Pratap Vanka, Aaron F. Shinn

University of Illinois at Urbana-Champaign, Urbana, IL

Kirti C. Sahu

Indian Institute of Technology Hyderabad, Hyderabad, AP, India

Paper No. IMECE2011-65260, pp. 429-437; 9 pages
doi:10.1115/IMECE2011-65260
From:
  • ASME 2011 International Mechanical Engineering Congress and Exposition
  • Volume 6: Fluids and Thermal Systems; Advances for Process Industries, Parts A and B
  • Denver, Colorado, USA, November 11–17, 2011
  • Conference Sponsors: ASME
  • ISBN: 978-0-7918-5492-1
  • Copyright © 2011 by ASME

abstract

A new paradigm for computing fluid flows is the use of Graphics Processing Units (GPU), which have recently become very powerful and convenient to use. In the past three years, we have implemented five different fluid flow algorithms on GPUs and have obtained significant speed-ups over a single CPU. Typically, it is possible to achieve a factor of 50–100 over a single CPU. In this review paper, we describe our experiences on the various algorithms developed and the speeds achieved.

Copyright © 2011 by ASME

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