Breadcrumbs Section. Click here to navigate to respective pages.
Book

Book
Designing Scientific Applications on GPUs
DOI link for Designing Scientific Applications on GPUs
Designing Scientific Applications on GPUs book
Designing Scientific Applications on GPUs
DOI link for Designing Scientific Applications on GPUs
Designing Scientific Applications on GPUs book
Edited ByRaphael Couturier
Edition 1st Edition
First Published 2013
eBook Published 13 November 2013
Pub. Location New York
Imprint Chapman and Hall/CRC
Pages 498
eBook ISBN 9780429100857
Subjects Computer Science
Share
Get Citation
Couturier, R. (Ed.). (2013). Designing Scientific Applications on GPUs (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/b16051
ABSTRACT
Many of today's complex scientific applications now require a vast amount of computational power. General purpose graphics processing units (GPGPUs) enable researchers in a variety of fields to benefit from the computational power of all the cores available inside graphics cards.Understand the Benefits of Using GPUs for Many Scientific Applications
TABLE OF CONTENTS
part I|2 pages
Presentation of GPUs
chapter 1|10 pages
Presentation of the GPU architecture and of the CUDA environment
ByRaphae¨l Couturier
part II|2 pages
Image processing
part III|2 pages
Software development
chapter 6|32 pages
Development of software components for heterogeneous many-core architectures
Edited ByRaphael Couturier
part IV|2 pages
Optimization
chapter 9|32 pages
Parallel GPU-accelerated metaheuristics
ByMalika Mehdi and Ahce`ne Bendjoudi, Lakhdar Loukil, and Nouredine Melab
part V|2 pages
Numerical applications
chapter 11|44 pages
Fast hydrodynamics on heterogeneous many-core hardware
Edited ByRaphael Couturier
chapter 12|16 pages
Parallel monotone spline interpolation and approximation on GPUs
ByGleb Beliakov, Shaowu Liu
chapter 13|20 pages
Solving sparse linear systems with GMRES and CG methods on GPU clusters
ByLilia Ziane Khodja, Raphae¨l Couturier, and Jacques Bahi
chapter 14|24 pages
Solving sparse nonlinear systems of obstacle problems on GPU clusters Chau, and Pierre Spite´ri
ByLilia Ziane Khodja, Raphae¨l Couturier, and Jacques Bahi, Ming
chapter 15|16 pages
Ludwig: multiple GPUs for a complex fluid lattice Boltzmann application
Edited ByRaphael Couturier
chapter 16|24 pages
Numerical validation and performance optimization on GPUs of an application in atomic physics
Edited ByRaphael Couturier
chapter 17|18 pages
A GPU-accelerated envelope-following method for switching power converter simulation
Edited ByRaphael Couturier
part VI|2 pages
Other
chapter 20|21 pages
Solving large sparse linear systems for integer factorization on GPUs
ByBertil Schmidt, Hoang-Vu Dang