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Statistical Mechanics in a Nutshell, Second Edition

Statistical Mechanics in a Nutshell, Second Edition

by Luca Peliti
Hardback
Publication Date: 01/12/2024

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Statistical mechanics is one of the most exciting areas of physics today and has applications to subjects ranging from economics and social behavior to algorithmic theory and evolutionary biology. Statistical Mechanics in a Nutshell provides a self-contained introduction to this rapidly developing field. Starting with the basics of kinetic theory and requiring only a background in elementary calculus and mechanics, this concise book discusses the most important developments of recent decades and guides readers to the very threshold of today's cutting-edge research. Features a new chapter on stochastic thermodynamics with an introduction to the thermodynamics of information-the first treatment of its kind in an introductory textbook, Offers a more detailed account of numerical simulations, including simulated annealing and other accelerated Monte Carlo methods, The chapter on complex systems now features an accessible introduction to the replica theory of spin glasses and the Hopfield theory of neural networks, with an emphasis on applications, Provides a new discussion of defect-media ted transitions and of their implications for two-dimensional melting, An invaluable resource for graduate students and advanced undergraduates seeking a compact primer on the core ideas of statistical mechanics, Solutions manual [available only to instructors]
ISBN:
9780691248424
9780691248424
Category:
Quantum physics (quantum mechanics & quantum field theory)
Format:
Hardback
Publication Date:
01-12-2024
Language:
English
Publisher:
Princeton University Press
Country of origin:
United States
Edition:
2nd Edition
Dimensions (mm):
264x187x33mm
Weight:
1.17kg

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