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Titlebook: Numerical Computations with GPUs; Volodymyr Kindratenko Book 2014 Springer International Publishing Switzerland 2014 Differential equation

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发表于 2025-3-21 18:05:47 | 显示全部楼层 |阅读模式
书目名称Numerical Computations with GPUs
编辑Volodymyr Kindratenko
视频video
概述Enriches understanding of numerical methods adapted for GPU architecture.Clarifies the difference between implementation details for individual methods.Provides reusable code fragments that can be use
图书封面Titlebook: Numerical Computations with GPUs; Volodymyr Kindratenko Book 2014 Springer International Publishing Switzerland 2014 Differential equation
描述This book brings together research on numerical methods adapted for Graphics Processing Units (GPUs). It explains recent efforts to adapt classic numerical methods, including solution of linear equations and FFT, for massively parallel GPU architectures. This volume consolidates recent research and adaptations, covering widely used methods that are at the core of many scientific and engineering computations. Each chapter is written by authors working on a specific group of methods; these leading experts provide mathematical background, parallel algorithms and implementation details leading to reusable, adaptable and scalable code fragments. This book also serves as a GPU implementation manual for many numerical algorithms, sharing tips on GPUs that can increase application efficiency. The valuable insights into parallelization strategies for GPUs are supplemented by ready-to-use code fragments. Numerical Computations with GPUs targets professionals and researchers working in high performance computing and GPU programming. Advanced-level students focused on computer science and mathematics will also find this book useful as secondary text book or reference.
出版日期Book 2014
关键词Differential equations; GPUs; Iterative solvers; Linear algebra; Monte Carlo; Numerical methods; Parallel
版次1
doihttps://doi.org/10.1007/978-3-319-06548-9
isbn_softcover978-3-319-37994-4
isbn_ebook978-3-319-06548-9
copyrightSpringer International Publishing Switzerland 2014
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