The essential introduction to modern statistical mechanics—now
completely updated and expanded 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-mediated transitions and 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)
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Produktdetaljer
ISBN
9780691248455
Publisert
2024
Utgave
2. utgave
Utgiver
Princeton University Press
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter