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Download e-book for iPad: Designing Scientific Applications on GPUs (Chapman & by Raphael Couturier

By Raphael Couturier

ISBN-10: 1466571624

ISBN-13: 9781466571624

Many of today’s complicated medical functions now require an enormous quantity of computational energy. common function pictures processing devices (GPGPUs) allow researchers in numerous fields to profit from the computational strength of the entire cores to be had inside of pix cards.

Understand some great benefits of utilizing GPUs for lots of clinical Applications

Designing clinical functions on GPUs indicates you the way to take advantage of GPUs for functions in diversified clinical fields, from physics and arithmetic to computing device technology. The booklet explains the tools useful for designing or porting your clinical program on GPUs. it is going to increase your wisdom approximately snapshot processing, numerical functions, technique to layout effective functions, optimization equipment, and lots more and plenty more.

Everything you want to Design/Port Your clinical program on GPUs

The first a part of the publication introduces the GPUs and Nvidia’s CUDA programming version, at present the main common atmosphere for designing GPU purposes. the second one half makes a speciality of major snapshot processing purposes on GPUs. The 3rd half offers basic methodologies for software program improvement on GPUs and the fourth half describes using GPUs for addressing numerous optimization difficulties. The 5th half covers many numerical purposes, together with challenge difficulties, fluid simulation, and atomic physics versions. The final half illustrates agent-based simulations, pseudorandom quantity iteration, and the answer of huge sparse linear structures for integer factorization. many of the codes provided within the ebook can be found online.

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Designing Scientific Applications on GPUs (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series) by Raphael Couturier

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