GPU Solutions to Multi-scale Problems in Science and Engineering

David A. Yuen, Long Wang, Xuebin Chi, Lennart Johnsson, Wei Ge, Yaolin Shi (Herausgeber)

Buch | Softcover

XIII, 693 Seiten

2016 | 1. Softcover reprint of the original 1st ed. 2013
Springer Berlin (Verlag)
978-3-662-50691-2 (ISBN)

Artikel merken

Covering a broad range of applications in graphics processing unit (GPU) computing, this book demonstrates the importance of this new technology and shows how to implement codes in real-world situations. The volume includes code examples written in CUDA.

This book covers the new topic of GPU computing with many applications involved, taken from diverse fields such as networking, seismology, fluid mechanics, nano-materials, data-mining , earthquakes ,mantle convection, visualization. It will show the public why GPU computing is important and easy to use. It will offer a reason why GPU computing is useful and how to implement codes in an everyday situation.

Initial-value problems associated with viscoelasticity in the geosciences.- The geophysical phenomenon of Glacial Isostatic Adjustment.- Initial Value Approach with the MOL.- Elastic and Viscoelastic Responses.- Current Numerical Methods for integrating VIP.- GPU Hardware aspects.- GPU Software aspects.- Philosophy of GPU Implementation of the MOL in VIP problems.- Code conversion versus Code implementation using CUDA or Open CL.- Examples of Postglacial Rebound.- Future Perspectives of VIP on GPU.

Erscheinungsdatum	09.07.2016
Reihe/Serie	Lecture Notes in Earth System Sciences
Zusatzinfo	XIII, 693 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1068 g
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
	Mathematik / Informatik ► Mathematik ► Analysis
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
	Naturwissenschaften ► Chemie ► Physikalische Chemie
	Naturwissenschaften ► Geowissenschaften ► Geophysik
	Technik ► Maschinenbau
Schlagworte	computational fluid dynamics • GPU • interactive visualization • large-scale numerical simulations • massively parallel approach
ISBN-10	3-662-50691-2 / 3662506912
ISBN-13	978-3-662-50691-2 / 9783662506912
Zustand	Neuware