Science By Simulation

Modeling and simulation play an ever increasing role in the development and optimization of materials. Computational Materials Science presents the most important approaches in this new interdisciplinary field of materials science and engineering. The reader will learn to assess which numerical method is appropriate for performing simulations at the various microstructural levels and how they can be coupled.

Simulations are often used in the military and other performance-critical fields (e.g., law enforcement, aviation, emergency management) to assess readiness, to support training, management, and decision making. and to conduct mission rehearsal. This volume documents the state of the art and presents a state of the possible in individual and small unit human performance research and simulation. Distinguished scientists from within the military, academe, government and private industry consider how best to gather and relate human performance data, and offer specific recommendations to advance the development of models and simulations of individual and small unit behavior. The result is a uniquely interdisciplinary volume that draws upon the knowledge and experience of recognized experts whose insights converge upon problems of common interest and relevance to researchers, analysts, and developers.

An accessible guide to understanding statistics using simulations, with examples from a range of scientific disciplines

The standard approach of most introductory books for practical statistics is that readers first learn the minimum mathematical basics of statistics and rudimentary concepts of statistical methodology. They then are given examples of analyses of data obtained from natural and social phenomena so that they can grasp practical definitions of statistical methods. Finally they go on to acquaint themselves with statistical software for the PC and analyze similar data to expand and deepen their understanding of statistical methods.