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GPU Solutions to Multi-scale Problems in Science and Engineering

Lecture Notes in Earth System Sciences

Erschienen am 08.01.2013, 1. Auflage 2013
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Bibliografische Daten
ISBN/EAN: 9783642164040
Sprache: Englisch
Umfang: xiii, 693 S.
Einband: gebundenes Buch

Beschreibung

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.

Inhalt

Foreword.- 1. Initial-value problems associated with viscoelasticity in the geosciences.- 2. The geophysical phenomenon of Glacial Isostatic Adjustment .- 3. Initial Value Approach with the MOL.- 4. Elastic and Viscoelastic Responses.- 5. Current Numerical Methods for integrating VIP.- 6. GPU Hardware aspects.- 7. GPU Software aspects.- 8. Philosophy of GPU Implementation of the MOL in VIP problems.- 9. Code conversion versus Code implementation using CUDA or Open CL.- 10. Examples of Postglacial Rebound.- 11. Future Perspectives of VIP on GPU.- Appendices.