Articoli correlati a Parallel Algorithms in Computational Science and Engineering

Parallel Algorithms in Computational Science and Engineering - Rilegato

Libro 51 di 55: Modeling and Simulation in Science, Engineering and Technology
 
9783030437350: Parallel Algorithms in Computational Science and Engineering
Rilegato
ISBN 10: 3030437353 ISBN 13: 9783030437350
Casa editrice: Birkhauser, 2020

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Birkhauser
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
3030437353
ISBN 13 
9783030437350
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
429
Redattore
Grama Ananth, Sameh Ahmed H.
Contatto del produttore
non disponibile
Persona responsabile
non disponibile