Parallel Algorithms in Computational Science and Engineering

Name: Parallel Algorithms in Computational Science and Engineering
Brand: Springer Nature Switzerland AG
SKU: 9783030437350
Price: 718.66 RON
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Autor: Ananth Grama, Ahmed H. Sameh

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Editura: Springer Nature Switzerland AG

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

Informații despre carte

Autor

Ananth Grama, Ahmed H. Sameh

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2020

Pagini

417

EAN

9783030437350

Enbook ID

25825424

Editura

Springer Nature Switzerland AG

Greutate

811

Dimensiuni

155 x 235 x 29

Descriere completă

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 engineering Computational cardiovascular analysis Multiscale analysis of wind turbines and turbomachinery Weather forecasting Machine learning techniques Parallel 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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