Cover image for Introduction to computational materials science : fundamentals to applications
Title:
Introduction to computational materials science : fundamentals to applications
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Publication Information:
Cambridge : Cambridge University Press, 2013
Physical Description:
xiii, 414 p. : ill. ; 25 cm.
ISBN:
9780521845878

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30000010301174 TA404.23 L47 2013 Open Access Book Book
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Summary

Summary

Emphasising essential methods and universal principles, this textbook provides everything students need to understand the basics of simulating materials behaviour. All the key topics are covered from electronic structure methods to microstructural evolution, appendices provide crucial background material, and a wealth of practical resources are available online to complete the teaching package. Modelling is examined at a broad range of scales, from the atomic to the mesoscale, providing students with a solid foundation for future study and research. Detailed, accessible explanations of the fundamental equations underpinning materials modelling are presented, including a full chapter summarising essential mathematical background. Extensive appendices, including essential background on classical and quantum mechanics, electrostatics, statistical thermodynamics and linear elasticity, provide the background necessary to fully engage with the fundamentals of computational modelling. Exercises, worked examples, computer codes and discussions of practical implementations methods are all provided online giving students the hands-on experience they need.


Table of Contents

1 Materials modelling and simulation
Part I Some Basics
2 The random walk model
3 Simulation of finite systems
Part II Atoms and Molecules
4 Electronic structure methods
5 Interatomic potentials
6 Molecular dynamics
7 The Monte Carlo method
8 Molecular and macromolecular systems
Part III Mesoscopic Methods
9 Kinetic Monte Carlo
10 Monte Carlo methods at the mesoscale
11 Cellular automata
12 Phase-field methods
13 Mesoscale dynamics
Part IV Some Final Words
14 Materials selection and design
Part V Appendices
A Energy units
B Introduction to materials
C Mathematical background
D Classical mechanics
E Electrostatics
F Quantum mechanics
G Statistical thermodynamics and kinetics
H Linear elasticity
I Introduction to computation