Non-equilibrium Statistical Physics with Application to Disordered Systems (PDF)
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This textbook is the result of the enhancement of several courses on non-equilibrium statistics, stochastic processes, stochastic differential equations, anomalous diffusion and disorder. The target audience includes students of physics, mathematics, biology, chemistry, and engineering at undergraduate and graduate level with a grasp of the basic elements of mathematics and physics of the fourth year of a typical undergraduate course. The little-known physical and mathematical concepts are described in sections and specific exercises throughout the text, as well as in appendices. Physical-mathematical motivation is the main driving force for the development of this text.
It presents the academic topics of probability theory and stochastic processes as well as new educational aspects in the presentation of non-equilibrium statistical theory and stochastic differential equations.. In particular it discusses the problem of irreversibility in that context and the dynamics of Fokker-Planck. An introduction on fluctuations around metastable and unstable points are given. It also describes relaxation theory of non-stationary Markov periodic in time systems. The theory of finite and infinite transport in disordered networks, with a discussion of the issue of anomalous diffusion is introduced. Further, it provides the basis for establishing the relationship between quantum aspects of the theory of linear response and the calculation of diffusion coefficients in amorphous systems.
Dr. Manuel O. Caceres is currently Full Professor at the Instituto Balseiro, Univ. Nac. Cuyo, Argentina. Senior Researcher at Centro Atómico Bariloche, Comisión Nacional de Energía Atómica (CNEA), Argentina. Former Head of the Statistical Division at the Centro Atomico Bariloche, CNEA, Argentina.
He has published more than a hundred of peer reviewed papers in international journals in the fields of anomalous transport in solid state physics, diffusion-advection in random fluids, pattern formation in stochastic Rayleigh-Bénard experiments, phenomenology in quantum dissipation, and theory of extreme densities in random media. He also published a textbook on statistical non-equilibrium mechanics and random media, in Spanish.
- Autor: Manuel Osvaldo Cáceres
- 2017, 1st ed. 2017, 556 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319515535
- ISBN-13: 9783319515533
- Erscheinungsdatum: 07.03.2017
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- Grösse: 7.80 MB
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“This book represents a very comprehensive guideline for random variables and processes especially focused on the practical usage of computational techniques required for solving corresponding problems of modern statistical physics and kinetics. … Finally, the book is concluded by appendices, which give additional basic information about statistical and quantum mechanics as well as some mathematical methods, which can be useful for a reader’s reference.” (Eugene Postnikov, zbMATH 1378.82002, 2018)
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