Predictive Statistical Mechanics

Predictive Statistical Mechanics PDF Author: Roberto Luzzi
Publisher: Springer Science & Business Media
ISBN: 9781402004827
Category : Body, Mind & Spirit
Languages : en
Pages : 352

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Book Description
Chapters 1 to 5 include a description of the philosophy, foundations, and construction (methodology) of the formalism, including the derivation of a nonequilibrium grand-canonical ensemble for far-from-equilibrium systems as well as the derivation of a quantum nonlinear kinetic theory and a response function theory together with a theory of scattering. In chapter 6 applications of the theory are cataloged, making comparisons with experimental data (a basic step for the validation of any theory). Chapter 7 is devoted to the description of irreversible thermodynamics, providing a far-reaching generalization of Informational-Statistical Thermodynamics. The last chapter gives an overall picture of the formalism, and questions and criticisms related to it are discussed.

Predictive Statistical Mechanics

Predictive Statistical Mechanics PDF Author: Roberto Luzzi
Publisher: Springer Science & Business Media
ISBN: 9781402004827
Category : Body, Mind & Spirit
Languages : en
Pages : 352

Get Book Here

Book Description
Chapters 1 to 5 include a description of the philosophy, foundations, and construction (methodology) of the formalism, including the derivation of a nonequilibrium grand-canonical ensemble for far-from-equilibrium systems as well as the derivation of a quantum nonlinear kinetic theory and a response function theory together with a theory of scattering. In chapter 6 applications of the theory are cataloged, making comparisons with experimental data (a basic step for the validation of any theory). Chapter 7 is devoted to the description of irreversible thermodynamics, providing a far-reaching generalization of Informational-Statistical Thermodynamics. The last chapter gives an overall picture of the formalism, and questions and criticisms related to it are discussed.

Predictive Statistical Mechanics

Predictive Statistical Mechanics PDF Author: Roberto Luzzi
Publisher: Springer Science & Business Media
ISBN: 9401727481
Category : Science
Languages : en
Pages : 330

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Book Description
Chapters 1 to 5 include a description of the philosophy, foundations, and construction (methodology) of the formalism, including the derivation of a nonequilibrium grand-canonical ensemble for far-from-equilibrium systems as well as the derivation of a quantum nonlinear kinetic theory and a response function theory together with a theory of scattering. In chapter 6 applications of the theory are cataloged, making comparisons with experimental data (a basic step for the validation of any theory). Chapter 7 is devoted to the description of irreversible thermodynamics, providing a far-reaching generalization of Informational-Statistical Thermodynamics. The last chapter gives an overall picture of the formalism, and questions and criticisms related to it are discussed.

Statistical Prediction Analysis

Statistical Prediction Analysis PDF Author: John Aitchison
Publisher: CUP Archive
ISBN: 9780521206921
Category : Mathematics
Languages : en
Pages : 292

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Book Description
Predictive distributions; Decisive prediction; Informative prediction; Mean coverage tolerance prediction; Guaranteed coverage tolerance prediction; Other approaches to prediction; Sampling inspection; Regulation and optimisation; Calibration; Diagnosis; Treatment allocation.

Scaling Limits in Statistical Mechanics and Microstructures in Continuum Mechanics

Scaling Limits in Statistical Mechanics and Microstructures in Continuum Mechanics PDF Author: Errico Presutti
Publisher: Springer Science & Business Media
ISBN: 3540733051
Category : Mathematics
Languages : en
Pages : 478

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Book Description
Collective behavior in systems with many components, blow-ups with emergence of microstructures are proofs of the double, continuum and atomistic, nature of macroscopic systems, an issue which has always intrigued scientists and philosophers. Modern technologies have made the question more actual and concrete with recent, remarkable progresses also from a mathematical point of view. The book focuses on the links connecting statistical and continuum mechanics and, starting from elementary introductions to both theories, it leads to actual research themes. Mathematical techniques and methods from probability, calculus of variations and PDE are discussed at length.

Foundations Of Complex Systems: Nonlinear Dynamics, Statistical Physics, Information And Prediction

Foundations Of Complex Systems: Nonlinear Dynamics, Statistical Physics, Information And Prediction PDF Author: Gregoire Nicolis
Publisher: World Scientific
ISBN: 9814476943
Category : Science
Languages : en
Pages : 343

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Book Description
Complexity is emerging as a post-Newtonian paradigm for approaching a large body of phenomena of concern at the crossroads of physical, engineering, environmental, life and human sciences from a unifying point of view. This book outlines the foundations of modern complexity research as it arose from the cross-fertilization of ideas and tools from nonlinear science, statistical physics and numerical simulation. It is shown how these developments lead to an understanding, both qualitative and quantitative, of the complex systems encountered in nature and in everyday experience and, conversely, how natural complexity acts as a source of inspiration for progress at the fundamental level.

Making Sense of Statistical Mechanics

Making Sense of Statistical Mechanics PDF Author: Jean Bricmont
Publisher: Springer Nature
ISBN: 3030917940
Category : Science
Languages : en
Pages : 375

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Book Description
Many people, including physicists, are confused about what the Second Law of thermodynamics really means, about how it relates to the arrow of time, and about whether it can be derived from classical mechanics. They also wonder what entropy really is: Is it all about information? But, if so, then, what is its relation to fluxes of heat? One might ask similar questions about probabilities: Do they express subjective judgments by us, humans, or do they reflect facts about the world, i.e. frequencies. And what notion of probability is used in the natural sciences, in particular statistical mechanics? This book addresses all of these questions in the clear and pedagogical style for which the author is known. Although valuable as accompaniment to an undergraduate course on statistical mechanics or thermodynamics, it is not a standard course book. Instead it addresses both the essentials and the many subtle questions that are usually brushed under the carpet in such courses. As one of the most lucid accounts of the above questions, it provides enlightening reading for all those seeking answers, including students, lecturers, researchers and philosophers of science.

Predictive Statistical Mechanics

Predictive Statistical Mechanics PDF Author: Roberto Luzzi
Publisher:
ISBN: 9789401727495
Category :
Languages : en
Pages : 348

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Book Description


Frontiers of Nonequilibrium Statistical Physics

Frontiers of Nonequilibrium Statistical Physics PDF Author: Gerald T. Moore
Publisher: Springer Science & Business Media
ISBN: 1461321816
Category : Science
Languages : en
Pages : 487

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Book Description
The four-week period fran May 20 to June 16, 1984 was an intensive period of advanced study on the foundations and frontiers of nonequili brium statistical physics (NSP). During the first two weeks of this period, an advanced-study course on the "Foundations of NSP" was con ducted in Albuquerque under the sponsorship of the University of New Mexico Center for High-Technology Materials. This was followed by a two-week NATO Advanced Study Insti tute on the "Frontiers of NSP" in Santa Fe under the same directorship. Many Students attended both meetings. This book comprises proceedings based on those lectures and covering a broad spectrum of topics in NSP ranging fran basic problems in quantum measurement theory to analogies between lasers and Darwinian evolution. The various types of quantum distribution functions and their uses are treated by several authors. other tools of NSP, such as Langevin equations, Fokker-Planck equations, and master equations, are developed and applied to areas such as laser physics, plasma physics, Brownian motion, and hydrodynamic instabilities. The properties and experimental detection of squeezed states and antibunching are described, as well as experimental tests of the violation of Bell's inequality. Information theory, mean-field theory, reservoir theory, entropy maximization, and even a novel nonlinear generalization of quantum mechanics are used to discuss nonequilibrium phenanena and the approach toward thermodynamic equilibrium.

The Concept of Probability in Statistical Physics

The Concept of Probability in Statistical Physics PDF Author: Y. M. Guttmann
Publisher: Cambridge University Press
ISBN: 0521621283
Category : Mathematics
Languages : en
Pages : 283

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Book Description
A most systematic study of how to interpret probabilistic assertions in the context of statistical mechanics.

Computational Statistical Physics

Computational Statistical Physics PDF Author: K.-H. Hoffmann
Publisher: Springer Science & Business Media
ISBN: 3662048043
Category : Science
Languages : en
Pages : 312

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Book Description
In recent years statistical physics has made significant progress as a result of advances in numerical techniques. While good textbooks exist on the general aspects of statistical physics, the numerical methods and the new developments based on large-scale computing are not usually adequately presented. In this book 16 experts describe the application of methods of statistical physics to various areas in physics such as disordered materials, quasicrystals, semiconductors, and also to other areas beyond physics, such as financial markets, game theory, evolution, and traffic planning, in which statistical physics has recently become significant. In this way the universality of the underlying concepts and methods such as fractals, random matrix theory, time series, neural networks, evolutionary algorithms, becomes clear. The topics are covered by introductory, tutorial presentations.