Computational Statistical Physics - Hardcover

Böttcher, Lucas; Herrmann, Hans J.

 
9781108841429: Computational Statistical Physics
Hardcover
ISBN 10: 1108841422 ISBN 13: 9781108841429
Verlag: Cambridge University Press, 2021

Inhaltsangabe

Providing a detailed and pedagogical account of the rapidly-growing field of computational statistical physics, this book covers both the theoretical foundations of equilibrium and non-equilibrium statistical physics, and also modern, computational applications such as percolation, random walks, magnetic systems, machine learning dynamics, and spreading processes on complex networks. A detailed discussion of molecular dynamics simulations is also included, a topic of great importance in biophysics and physical chemistry. The accessible and self-contained approach adopted by the authors makes this book suitable for teaching courses at graduate level, and numerous worked examples and end of chapter problems allow students to test their progress and understanding.

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Über die Autorinnen und Autoren

Lucas Böttcher is Assistant Professor of Computational Social Science at Frankfurt School of Finance and Management and Research Scientist at UCLA's Department of Computational Medicine. His research areas include statistical physics, applied mathematics, complex systems science, and computational physics. He is interested in the application of concepts and models from statistical physics to other disciplines, including biology, ecology, and sociology.

Hans J. Herrmann is Directeur de Recherche at CNRS in Paris, visiting Professor at the Federal University of Ceará in Brazil and Emeritus of ETH Zürich. He is a Guggenheim Fellow (1986), member of the Brazilian Academy of Science, and a Fellow of the American Physical Society. He has been the recipient of numerous prestigious awards including the Max-Planck Prize (2002), the Gentner-Kastler prize (2005), the Aneesur Rahman prize (2018), and an IBM Faculty Award (2009), and he has received an ERC Advanced Grant (2012). He is Managing Editor of International Journal of Modern Physics C and of Granular Matter. He has coauthored over 700 publications and coedited 13 books.

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Verlag
Cambridge University Press
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
1108841422
ISBN 13 
9781108841429
Einband
Tapa dura
Anzahl der Seiten
268
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Avery
https://www.avery.fr/

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