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Statistical Mechanics: Entropy, Order Parameters, and Complexity: Second Edition: 14 (Oxford Master Series in Physics) - Tapa blanda

Libro 15 de 15: Oxford Master Series in Physics

Sethna, James P.

 
9780198865254: Statistical Mechanics: Entropy, Order Parameters, and Complexity: Second Edition: 14 (Oxford Master Series in Physics)
Tapa blanda
ISBN 10: 0198865252 ISBN 13: 9780198865254
Editorial: OUP Oxford, 2021

Sinopsis

Statistical mechanics is our tool for deriving the laws that emerge from complex systems. Sethna's text distills the subject to be accessible to those in all realms of science and engineering -- avoiding extensive use of quantum mechanics, thermodynamics, and molecular physics. Statistical mechanics explains how bacteria search for food, and how DNA replication is proof-read in biology; optimizes data compression, and explains transitions in complexity in computer science; explains the onset of chaos, and launched random matrix theory in mathematics; addresses extreme events in engineering; and models pandemics and language usage in the social sciences. Sethna's exercises introduce physicists to these triumphs and a hundred others -- broadening the horizons of scholars both practicing and nascent. Flipped classrooms and remote learning can now rely on 33 pre-class exercises that test reading comprehension (Emergent vs. fundamental; Weirdness in high dimensions; Aging, entropy and DNA), and 70 in-class activities that illuminate and broaden knowledge (Card shuffling; Human correlations; Crackling noises). Science is awash in information, providing ready access to definitions, explanations, and pedagogy. Sethna's text focuses on the tools we use to create new laws, and on the fascinating simple behavior in complex systems that statistical mechanics explains.

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Acerca del autor

James P. Sethna is professor of physics at Cornell University. Sethna has used statistical mechanics to make substantive contributions in a bewildering variety of subjects -- mathematics (dynamical systems and the onset of chaos), engineering (microstructure, plasticity, and fracture), statistics (information geometry, sloppy models, low-dimensional embeddings), materials science (glasses and spin glasses, liquid crystals, crackling noise, superconductivity), and popular culture (mosh pit dynamics and zombie outbreak epidemiology). He has collected cool, illustrative problems from students and colleagues over the decades, which inspired this textbook.

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Editorial
OUP Oxford
Año de publicación
2021
Idioma
Inglés
ISBN 10 
0198865252
ISBN 13 
9780198865254
Encuadernación
Tapa blanda
Número de edición
2
Número de páginas
492
Contacto del fabricante
Oxford University Press
https://corp.oup.com/

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