Statistical Physics of Complex Systems

Statistical Physics of Complex Systems
Author : Eric Bertin
Publisher : Springer Nature
Total Pages : 291
Release : 2021-09-27
ISBN 10 : 9783030799496
ISBN 13 : 3030799492
Language : EN, FR, DE, ES & NL

This third edition of Statistical Physics of Complex Systems has been expanded to provide more examples of applications of concepts and methods from statistical physics to the modeling of complex systems. These include avalanche dynamics in materials, models of social agents like road traffic or wealth repartition, the real space aspects of biological evolution dynamics, propagation phenomena on complex networks, formal neural networks and their connection to constraint satisfaction problems. This course-tested textbook provides graduate students and non-specialists with a basic understanding of the concepts and methods of statistical physics and demonstrates their wide range of applications to interdisciplinary topics in the field of complex system sciences, including selected aspects of theoretical modeling in biology and the social sciences. It covers topics such as non-conserved particles, evolutionary population dynamics, networks, properties of both individual and coupled simple dynamical systems, and convergence theorems, as well as short appendices that offer helpful hints on how to perform simple stochastic simulations in practice. The original spirit of the book is to remain accessible to a broad, non-specialized readership. The format is a set of concise, modular, and self-contained topical chapters, avoiding technicalities and jargon as much as possible, and complemented by a wealth of worked-out examples, so as to make this work useful as a self-study text or as textbook for short courses.

Statistical Physics of Complex Systems
Language: en
Pages: 291
Authors: Eric Bertin
Categories: Science
Type: BOOK - Published: 2021-09-27 - Publisher: Springer Nature

This third edition of Statistical Physics of Complex Systems has been expanded to provide more examples of applications of concepts and methods from statistical
New Trends in Statistical Physics of Complex Systems
Language: en
Pages: 202
Authors: Antonio M. Scarfone
Categories:
Type: BOOK - Published: 2019-01-28 - Publisher: MDPI

This book is a printed edition of the Special Issue "New Trends in Statistical Physics of Complex Systems" that was published in Entropy
A Concise Introduction to the Statistical Physics of Complex Systems
Language: en
Pages: 77
Authors: Eric Bertin
Categories: Science
Type: BOOK - Published: 2011-09-28 - Publisher: Springer Science & Business Media

This concise primer (based on lectures given at summer schools on complex systems and on a masters degree course in complex systems modeling) will provide gradu
Perspectives And Challenges In Statistical Physics And Complex Systems For The Next Decade
Language: en
Pages: 348
Authors: Gandhimohan M Viswanathan
Categories: Science
Type: BOOK - Published: 2014-04-03 - Publisher: World Scientific

Statistical Physics (SP) has followed an unusual evolutionary path in science. Originally aiming to provide a fundamental basis for another important branch of
The Physics of Complex Systems
Language: en
Pages: 613
Authors: Franco Mallamace
Categories: Science
Type: BOOK - Published: 2004 - Publisher: IOS Press

It is widely known that complex systems and complex materials comprise a major interdisciplinary scientific field that draws on mathematics, physics, chemistry,
Applications of Statistical Physics to Complex Systems
Language: en
Pages: 108
Authors: Matúš Medo
Categories:
Type: BOOK - Published: 2008 - Publisher:

Statistical Physics of Complex Systems
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: 2019 - Publisher:

Statistical Physics of Complex Systems
Language: en
Pages: 291
Authors: Eric Bertin
Categories: Science
Type: BOOK - Published: 2021-09-20 - Publisher: Springer

This third edition of Statistical Physics of Complex Systems has been expanded to provide more examples of applications of concepts and methods from statistical
Foundations of Complex Systems
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: - Publisher:

Studies in Statistical Physics of Complex Systems
Language: en
Pages:
Authors: Lorenzo Palmieri
Categories:
Type: BOOK - Published: 2020 - Publisher: