From Complex to Simple: Interdisciplinary Stochastic Models 1

Vetenskap & teknik

From Complex to Simple: Interdisciplinary Stochastic Models

Thomas Williams • Irina Mazilu • Dan Mazilu

Pocket

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67 sidor
2018

This book presents simple interdisciplinary stochastic models meant as a gentle introduction to the field of non-equilibrium statistical physics. It focuses on the analysis of two-state models with cooperative effects, which are versatile enough to be applied to many physical and social systems. The book also explores a variety of mathematical techniques to solve the master equations that govern these models: matrix theory, empty-interval methods, mean field theory, a quantum approach, and mapping onto classical Ising models. The models discussed are at the confluence of nanophysics, biology, mathematics, and the social sciences and provide a pedagogical path toward understanding the complex dynamics of particle self-assembly with the tools of statistical physics.

Författare: Thomas Williams, Irina Mazilu, Dan Mazilu
Format: Pocket/Paperback
ISBN: 9781643271170
Språk: Engelska
Antal sidor: 67
Utgivningsdatum: 2018-08-30
Förlag: Morgan & Claypool Publishers