Computational Materials Science

From Ab Initio to Monte Carlo Methods

  • Kaoru Ohno
  • Keivan Esfarjani
  • Yoshiyuki Kawazoe

Table of contents

  1. Front Matter
    Pages i-xii
  2. Kaoru Ohno, Keivan Esfarjani, Yoshiyuki Kawazoe
    Pages 1-5
  3. Kaoru Ohno, Keivan Esfarjani, Yoshiyuki Kawazoe
    Pages 7-197
  4. Kaoru Ohno, Keivan Esfarjani, Yoshiyuki Kawazoe
    Pages 199-230
  5. Kaoru Ohno, Keivan Esfarjani, Yoshiyuki Kawazoe
    Pages 231-260
  6. Kaoru Ohno, Keivan Esfarjani, Yoshiyuki Kawazoe
    Pages 261-338
  7. Kaoru Ohno, Keivan Esfarjani, Yoshiyuki Kawazoe
    Pages 339-352
  8. Back Matter
    Pages 353-427

About this book

Introduction

This textbook introduces modern techniques based on computer simulation to study materials science. It starts from first principles calculations enabling to calculate the physical and chemical properties by solving a many-body Schroedinger equation with Coulomb forces. For the exchange-correlation term, the local density approximation is usually applied. After the introduction of the first principles treatment, tight-binding and classical potential methods are briefly introduced to indicate how one can increase the number of atoms in the system. In the second half of the book, Monte Carlo simulation is discussed in detail. Problems and solutions are provided to facilitate understanding. Readers will gain sufficient knowledge to begin theoretical studies in modern materials research.
This second edition includes a lot of recent theoretical techniques in materials research. With the computers power now available, it is possible to use these numerical techniques to study various physical and chemical properties of complex materials from first principles. The new edition also covers empirical methods, such as tight-binding and molecular dynamics. 

Keywords

Ab-initio Methods Coarse Graining Computational Materials Science Empirical Methods First Principles Method Molecular Dynamics Method Monte Carlo Method Quantum Monte Carlo (QMC) Methods Textbook Theoretical Materials Sciences Tight-Binding Method

Authors and affiliations

  • Kaoru Ohno
    • 1
  • Keivan Esfarjani
    • 2
  • Yoshiyuki Kawazoe
    • 3
  1. 1.Department of PhysicsYokohama National UniversityYokohamaJapan
  2. 2.Department of Mechanical and Aerospace Engineering, Materials Science and Engineering and PhysicsUniversity of VirginiaCharlottesvilleUSA
  3. 3.New Industry Creation Hatchery CenterTohoku UniversitySendaiJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-56542-1
  • Copyright Information Springer-Verlag GmbH Germany, part of Springer Nature 2018
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Chemistry and Materials Science
  • Print ISBN 978-3-662-56540-7
  • Online ISBN 978-3-662-56542-1
  • About this book