Numerical simulations of newtonian and non-newtonian fluids on GPU

Kai Jin, Surya Pratap Vanka, Ramesh K. Agarwal

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The focus this paper is on the implementation of a 3D Navier-Stokes solver on GPUs using the CUDA programming architecture. A Navier-Stokes code has been developed using the fractional step method for discretization of governing equations. The code was first validated by computing the 3D lid-driven cavity flow in a cube for a Newtonian fluid and comparing the results with those available in literature. The code now has been extended to compute the non-Newtonian flow in the lid-driven cubic cavity using the power-law (Ostwald-deWaele) model as the non-linear stress-strain constitutive model. This code has been implemented on NVIDIA GPUs. Depending upon the size of the problem, a significant improvement in speedup is obtained for both Newtonian and non-Newtonian flow. The results demonstrate the power of CUDA with a GPU in achieving high computing performance for large scale scientific problems which have a large part of the code that can be parallelized.

Original languageEnglish (US)
Title of host publication52nd AIAA Aerospace Sciences Meeting - AIAA Science and Technology Forum and Exposition, SciTech 2014
PublisherAmerican Institute of Aeronautics and Astronautics Inc.
ISBN (Print)9781624102561
StatePublished - 2014
Event52nd AIAA Aerospace Sciences Meeting - AIAA Science and Technology Forum and Exposition, SciTech 2014 - National Harbor, MD, United States
Duration: Jan 13 2014Jan 17 2014

Other

Other52nd AIAA Aerospace Sciences Meeting - AIAA Science and Technology Forum and Exposition, SciTech 2014
CountryUnited States
CityNational Harbor, MD
Period1/13/141/17/14

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ASJC Scopus subject areas

  • Space and Planetary Science
  • Aerospace Engineering

Cite this

Jin, K., Vanka, S. P., & Agarwal, R. K. (2014). Numerical simulations of newtonian and non-newtonian fluids on GPU. In 52nd AIAA Aerospace Sciences Meeting - AIAA Science and Technology Forum and Exposition, SciTech 2014 American Institute of Aeronautics and Astronautics Inc..