Parallel Algorithms in Computational Science and Engineering (Modeling and Simulation in Science, Engineering and Technology) - Softcover

 
9783030437381: Parallel Algorithms in Computational Science and Engineering (Modeling and Simulation in Science, Engineering and Technology)
Softcover
ISBN 10: 3030437388 ISBN 13: 9783030437381
Verlag: Birkhäuser, 2021

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Birkhäuser
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030437388
ISBN 13 
9783030437381
Einband
Tapa blanda
Auflage
1
Anzahl der Seiten
432
Herausgeber
Grama Ananth, Sameh Ahmed H.
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

9783030437350: Parallel Algorithms in Computational Science and Engineering (Modeling and Simulation in Science, Engineering and Technology)

Vorgestellte Ausgabe

ISBN 10:  3030437353 ISBN 13:  9783030437350
Verlag: Birkhäuser, 2020
Hardcover