TY - BOOK AU - Lesar, Richard TI - Introduction to Computational Material Science : : Fundamentals to Applications / SN - 9781316614877 U1 - 620.110285 LES 23rd PY - 2018/// CY - New Delhi PB - Cambridge University Press KW - Materials science--Data processing; Materials science--Computer simulation N1 - It includes index 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. Examines modelling materials across a broad range of scales, from the atomic to the mesoscale, providing students with a solid foundation for future study and research Presents detailed, accessible explanations of the fundamental equations underpinning materials modelling and includes a full chapter summarising essential mathematical background Extensive appendices, including essential background on classical and quantum mechanics, electrostatics, statistical thermodynamics and linear elasticity, provide students with all the background necessary to fully engage with the fundamentals of computational modelling Table of Contents Part I. Some Basics: 1. Materials modelling and simulation 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 UR - https://www.cambridge.org/in/academic/subjects/engineering/materials-science/introduction-computational-materials-science-fundamentals-applications?format=HB ER -