The Art of High Performance Computing for Computational Science, Vol. 2: Advanced Techniques and Examples for Materials Science

Category: Technical

Tag: Science/Engineering


Posted on 2019-12-05, by rizentrop.

Description

The Art of High Performance Computing for Computational Science, Vol. 2: Advanced Techniques and Examples for Materials Science This book presents advanced and practical techniques for performance optimization for highly parallel processing. Featuring various parallelization techniques in material science, it is a valuable resource for anyone developing software codes for computational sciences such as physics, chemistry, biology, earth sciences, space science, weather, disaster prevention and manufacturing, as well as for anyone using those software codes. Chapter 1 outlines supercomputers and includes a brief explanation of the history of hardware. Chapter 2 presents procedures for performance evaluation, while Chapter 3 describes the set of tuned applications in materials science, nanoscience and nanotechnology, earth science and engineering on the K computer. Introducing the order-N method, based on density functional theory (DFT) calculation, Chapter 4 explains how to extend the applicability of DFT to large-scale systems by reducing the computational complexity. Chapter 5 discusses acceleration and paral
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