Parallel Algorithms in Computational Science and Engineering

Name: Parallel Algorithms in Computational Science and Engineering
Brand: Springer Nature Switzerland AG
SKU: 9783030437381
Price: 129.97 EUR
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Autor: Ananth Grama

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Väzba: Brožovaná

Vydavateľ: Springer Nature Switzerland AG

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This contributed volume highlights two areas of fundamental interest in high-performance computing:...

Informácie o knihe

Autor

Ananth Grama

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2021

Stránok

417

EAN

9783030437381

ISBN

3030437388

Enbook ID

36634998

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

658

Rozmery

155 x 235 x 24

Kompletný popis

This contributed volume highlights two areas of fundamental interest in high-performance computing: core algorithms for important kernels and computationally demanding applications. The first few chapters explore algorithms, numerical techniques, and their parallel formulations for a variety of kernels that arise in applications. The rest of the volume focuses on state-of-the-art applications from diverse domains. By structuring the volume around these two areas, it presents a comprehensive view of the application landscape for high-performance computing, while also enabling readers to develop new applications using the kernels. Readers will learn how to choose the most suitable parallel algorithms for any given application, ensuring that theory and practicality are clearly connected. Applications using these techniques are illustrated in detail, including:Computational materials science and engineeringComputational cardiovascular analysisMultiscale analysis of wind turbines and turbomachineryWeather forecastingMachine learning techniquesParallel Algorithms in Computational Science and Engineering will be an ideal reference for applied mathematicians, engineers, computer scientists, and other researchers who utilize high-performance computing in their work.

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