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Understand the Benefits of Using GPUs for Many Scientific Applications
Designing Scientific Applications on GPUs shows you how to use GPUs for applications in diverse scientific fields, from physics and mathematics to computer science. The book explains the methods necessary for designing or porting your scientific application on GPUs. It will improve your knowledge about image processing, numerical applications, methodology to design efficient applications, optimization methods, and much more.
Everything You Need to Design/Port Your Scientific Application on GPUs
The first part of the book introduces the GPUs and Nvidia's CUDA programming model, currently the most widespread environment for designing GPU applications. The second part focuses on significant image processing applications on GPUs. The third part presents general methodologies for software development on GPUs and the fourth part describes the use of GPUs for addressing several optimization problems. The fifth part covers many numerical applications, including obstacle problems, fluid simulation, and atomic physics models. The last part illustrates agent-based simulations, pseudorandom number generation, and the solution of large sparse linear systems for integer factorization. Some of the codes presented in the book are available online.
Understand the Benefits of Using GPUs for Many Scientific Applications
Designing Scientific Applications on GPUs shows you how to use GPUs for applications in diverse scientific fields, from physics and mathematics to computer science. The book explains the methods necessary for designing or porting your scientific application on GPUs. It will improve your knowledge about image processing, numerical applications, methodology to design efficient applications, optimization methods, and much more.
Everything You Need to Design/Port Your Scientific Application on GPUs
The first part of the book introduces the GPUs and Nvidia's CUDA programming model, currently the most widespread environment for designing GPU applications. The second part focuses on significant image processing applications on GPUs. The third part presents general methodologies for software development on GPUs and the fourth part describes the use of GPUs for addressing several optimization problems. The fifth part covers many numerical applications, including obstacle problems, fluid simulation, and atomic physics models. The last part illustrates agent-based simulations, pseudorandom number generation, and the solution of large sparse linear systems for integer factorization. Some of the codes presented in the book are available online.
| Medium: | Taschenbuch |
|---|---|
| ISBN-13: | 9781032919263 |
| ISBN-10: | 1032919264 |
| Sprache: | Englisch |
| Redaktion: | Couturier, Raphael |
| Hersteller: |
Taylor & Francis
Chapman and Hall/CRC |
| Verantwortliche Person für die EU: | preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de |
| Abbildungen: | 118 SW-Abb. |
| Maße: | 26 x 156 x 234 mm |
| Von/Mit: | Raphael Couturier |
| Gewicht: | 0,453 kg |
| Medium: | Taschenbuch |
|---|---|
| ISBN-13: | 9781032919263 |
| ISBN-10: | 1032919264 |
| Sprache: | Englisch |
| Redaktion: | Couturier, Raphael |
| Hersteller: |
Taylor & Francis
Chapman and Hall/CRC |
| Verantwortliche Person für die EU: | preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de |
| Abbildungen: | 118 SW-Abb. |
| Maße: | 26 x 156 x 234 mm |
| Von/Mit: | Raphael Couturier |
| Gewicht: | 0,453 kg |
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