Recent progress and challenges in exploiting graphics processors in computational fluid dynamics

KE Niemeyer, CJ Sung - The Journal of Supercomputing, 2014 - Springer
The progress made in accelerating simulations of fluid flow using GPUs, and the challenges
that remain, are surveyed. The review first provides an introduction to GPU computing and …

Accelerating a three-dimensional finite-difference wave propagation code using GPU graphics cards

D Michéa, D Komatitsch - Geophysical Journal International, 2010 - academic.oup.com
We accelerate a 3-D finite-difference in the time domain wave propagation code by a factor
between about 20 and 60 compared to a serial implementation using graphics processing …

Running unstructured grid‐based CFD solvers on modern graphics hardware

A Corrigan, FF Camelli, R Löhner… - International Journal for …, 2011 - Wiley Online Library
Techniques used to implement an unstructured grid solver on modern graphics hardware
are described. The three‐dimensional Euler equations for inviscid, compressible flow are …

Efficient shallow water simulations on GPUs: Implementation, visualization, verification, and validation

AR Brodtkorb, ML Sætra, M Altinakar - Computers & Fluids, 2012 - Elsevier
In this paper, we present an efficient implementation of a state-of-the-art high-resolution
explicit scheme for the shallow water equations on graphics processing units. The selected …

Porting a high-order finite-element earthquake modeling application to NVIDIA graphics cards using CUDA

D Komatitsch, D Michéa, G Erlebacher - Journal of Parallel and Distributed …, 2009 - Elsevier
We port a high-order finite-element application that performs the numerical simulation of
seismic wave propagation resulting from earthquakes in the Earth on NVIDIA GeForce 8800 …

An accelerated 3D Navier–Stokes solver for flows in turbomachines

T Brandvik, G Pullan - 2011 - asmedigitalcollection.asme.org
A new three-dimensional Navier–Stokes solver for flows in turbomachines has been
developed. The new solver is based on the latest version of the Denton codes but has been …

A TensorFlow simulation framework for scientific computing of fluid flows on tensor processing units

Q Wang, M Ihme, YF Chen, J Anderson - Computer Physics …, 2022 - Elsevier
A computational fluid dynamics (CFD) simulation framework for fluid-flow prediction is
developed on the Tensor Processing Unit (TPU) platform. The TPU architecture is featured …

Acceleration of a 3D Euler solver using commodity graphics hardware

T Brandvik, G Pullan - 46th AIAA aerospace sciences meeting and …, 2008 - arc.aiaa.org
Speed and accuracy are key factors in the evaluation of flow solver performance. In an
industrial context, a step change in the metric of time per node per iteration allows the …

CFD-based analysis and two-level aerodynamic optimization on graphics processing units

IC Kampolis, XS Trompoukis, VG Asouti… - Computer Methods in …, 2010 - Elsevier
This paper presents the porting of 2D and 3D Navier–Stokes equations solvers for
unstructured grids, from the CPU to the graphics processing unit (GPU; NVIDIA's Ge-Force …

Hybrid MPI and CUDA parallelization for CFD applications on multi‐GPU HPC clusters

J Lai, H Yu, Z Tian, H Li - Scientific Programming, 2020 - Wiley Online Library
Graphics processing units (GPUs) have a strong floating‐point capability and a high memory
bandwidth in data parallelism and have been widely used in high‐performance computing …