Statistical mechanics in a nutshell [2nd ed.]
Publication details: Princeton University Press 2024 PrincetonEdition: 2nd edDescription: xxiii, 543pISBN:- 9780691248424
- 530.13 P363s2
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | |
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PK Kelkar Library, IIT Kanpur | On Display | 530.13 P363s2 (Browse shelf(Opens below)) | Under Process | A186947 |
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003.54 P768i Information theory from coding to learning | 523.1 G821c2 Cosmology with MATLAB [2nd ed.] revised with MATLAB live scripts | 530 T153c Combinatorial physics combinatorics, quantum field theory, and quantum gravity models | 530.13 P363s2 Statistical mechanics in a nutshell [2nd ed.] | 530.143 F841q Quantum field theory an integrated approach | 530.143 Sh61q Quantum field theory II | 621.38456 M387 Massive MIMO for future wireless communication systems technology and applications |
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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