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Principles of Statistical Physics and Numerical Modeling
ISBN-13:
9780750313414
Veröffentl:
2018
Einband:
EPUB
Seiten:
0
Autor:
Valeriy A Ryabov
Serie:
IOP Expanding Physics ISSN
eBook Typ:
EPUB
eBook Format:
Reflowable EPUB
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:
This unique text introduces classical statistical mechanics using molecular dynamic simulations to teach and explore the subject. Illustrated with numerous figures and animations, the book will be useful for students and professionals wishing to receive a contemporary understanding of statistical physics and use the methods in their research.
This unique text introduces classical statistical mechanics using molecular dynamic simulations to teach and explore the subject. Theory is presented and backed up with results and provision is made for students to develop and implement their own simulations. Although one of the main priorities of the text is the simplicity of the presentation, all the results of numerical simulations are accompanied by comprehensive theoretical treatment. Illustrated by numerous figures and animations, the book will be useful for students and professionals wishing to receive a contemporary understanding of statistical physics and use the methods in their modeling of properties of materials and biomolecular systems.
Preface
1. Phase space
2. Evolution of phase space distribution function.
3. Equilibrium distributions.
4. Ensemble of free particles
5. Ensemble of interacting particles.
6. Temperature
7. Pressure, stress, tension
8. Entropy
9. Gibbs distribution
10. Isothermal ensemble
11. Free energy
12. Grand canonical ensemble
13 Isobaric ensembles
14. Thermodynamical potentials.
15. Finite ensembles and thermodynamics
16 Equation of state for nonideal gas.
17. Processes in ideal gas.
18. Processes in non ideal gas
19. Reaction coordinate
20. Structural phase transitions
21. Phase transitions with change of aggregate state
22. Phase transitions in Ising model
Appendix A
Appendix B