Computational Statistical Mechanics

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Computational Statistical Mechanics

W.G. Hoover
Computational Statistical Mechanics Book PDF

Author : W.G. Hoover
Publisher : Elsevier
Page : 330 pages
File Size : 49,5 Mb
Release : 2012-12-02
Category : Science
ISBN : 9780444596598

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Computational Statistical Mechanics by W.G. Hoover Pdf

Computational Statistical Mechanics describes the use of fast computers to simulate the equilibrium and nonequilibrium properties of gases, liquids, and solids at, and away from equilibrium. The underlying theory is developed from basic principles and illustrated by applying it to the simplest possible examples. Thermodynamics, based on the ideal gas thermometer, is related to Gibb's statistical mechanics through the use of Nosé-Hoover heat reservoirs. These reservoirs use integral feedback to control temperature. The same approach is carried through to the simulation and analysis of nonequilibrium mass, momentum, and energy flows. Such a unified approach makes possible consistent mechanical definitions of temperature, stress, and heat flux which lead to a microscopic demonstration of the Second Law of Thermodynamics directly from mechanics. The intimate connection linking Lyapunov-unstable microscopic motions to macroscopic dissipative flows through multifractal phase-space structures is illustrated with many examples from the recent literature. The book is well-suited for undergraduate courses in advanced thermodynamics, statistical mechanic and transport theory, and graduate courses in physics and chemistry.

Statistical Mechanics: Algorithms and Computations

Werner Krauth
Statistical Mechanics Algorithms and Computations Book PDF

Author : Werner Krauth
Publisher : Oxford University Press
Page : 355 pages
File Size : 40,8 Mb
Release : 2006-09-14
Category : Computers
ISBN : 9780198515364

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Statistical Mechanics: Algorithms and Computations by Werner Krauth Pdf

CD-ROM contains more than one hundred pseudocode programs and close to 300 figures, line drawings, and tables contained in the book.

Computational Statistical Physics

Lucas Böttcher,Hans J. Herrmann
Computational Statistical Physics Book PDF

Author : Lucas Böttcher,Hans J. Herrmann
Publisher : Cambridge University Press
Page : 275 pages
File Size : 51,6 Mb
Release : 2021-08-26
Category : Science
ISBN : 1108841422

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Computational Statistical Physics by Lucas Böttcher,Hans J. Herrmann Pdf

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.

Computational Statistical Physics

K.-H. Hoffmann,Michael Schreiber
Computational Statistical Physics Book PDF

Author : K.-H. Hoffmann,Michael Schreiber
Publisher : Springer Science & Business Media
Page : 312 pages
File Size : 46,5 Mb
Release : 2013-03-14
Category : Science
ISBN : 9783662048047

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Computational Statistical Physics by K.-H. Hoffmann,Michael Schreiber Pdf

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.

Computational Biology

Ralf Blossey
Computational Biology Book PDF

Author : Ralf Blossey
Publisher : CRC Press
Page : 276 pages
File Size : 46,6 Mb
Release : 2006-05-25
Category : Computers
ISBN : 9781420010787

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Computational Biology by Ralf Blossey Pdf

Quantitative methods have a particular knack for improving any field they touch. For biology, computational techniques have led to enormous strides in our understanding of biological systems, but there is still vast territory to cover. Statistical physics especially holds great potential for elucidating the structural-functional relationships in bi

Statistical Mechanics: Algorithms and Computations

Werner Krauth
Statistical Mechanics Algorithms and Computations Book PDF

Author : Werner Krauth
Publisher : OUP Oxford
Page : 356 pages
File Size : 52,7 Mb
Release : 2006-09-14
Category : Computers
ISBN : 0198515359

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Statistical Mechanics: Algorithms and Computations by Werner Krauth Pdf

This book discusses the computational approach in modern statistical physics, adopting simple language and an attractive format of many illustrations, tables and printed algorithms. The discussion of key subjects in classical and quantum statistical physics will appeal to students, teachers and researchers in physics and related sciences. The focus is on orientation with implementation details kept to a minimum. - ;This book discusses the computational approach in modern statistical physics in a clear and accessible way and demonstrates its close relation to other approaches in theoretical physics. Individual chapters focus on subjects as diverse as the hard sphere liquid, classical spin models, single quantum particles and Bose-Einstein condensation. Contained within the chapters are in-depth discussions of algorithms, ranging from basic enumeration methods to modern Monte Carlo techniques. The emphasis is on orientation, with discussion of implementation details kept to a minimum. Illustrations, tables and concise printed algorithms convey key information, making the material very accessible. The book is completely self-contained and graphs and tables can readily be reproduced, requiring minimal computer code. Most sections begin at an elementary level and lead on to the rich and difficult problems of contemporary computational and statistical physics. The book will be of interest to a wide range of students, teachers and researchers in physics and the neighbouring sciences. An accompanying CD allows incorporation of the book's content (illustrations, tables, schematic programs) into the reader's own presentations. - ;'This book is the best one I have reviewed all year.' Alan Hinchliffe, Physical Sciences Educational Reviews -

Information, Physics, and Computation

Marc Mézard,Andrea Montanari
Information Physics and Computation Book PDF

Author : Marc Mézard,Andrea Montanari
Publisher : Oxford University Press
Page : 584 pages
File Size : 44,9 Mb
Release : 2009-01-22
Category : Computers
ISBN : 9780198570837

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Information, Physics, and Computation by Marc Mézard,Andrea Montanari Pdf

A very active field of research is emerging at the frontier of statistical physics, theoretical computer science/discrete mathematics, and coding/information theory. This book sets up a common language and pool of concepts, accessible to students and researchers from each of these fields.

Statistical and Thermal Physics

Harvey Gould,Jan Tobochnik
Statistical and Thermal Physics Book PDF

Author : Harvey Gould,Jan Tobochnik
Publisher : Princeton University Press
Page : 528 pages
File Size : 43,9 Mb
Release : 2021-09-14
Category : Science
ISBN : 9780691230849

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Statistical and Thermal Physics by Harvey Gould,Jan Tobochnik Pdf

A completely revised edition that combines a comprehensive coverage of statistical and thermal physics with enhanced computational tools, accessibility, and active learning activities to meet the needs of today's students and educators This revised and expanded edition of Statistical and Thermal Physics introduces students to the essential ideas and techniques used in many areas of contemporary physics. Ready-to-run programs help make the many abstract concepts concrete. The text requires only a background in introductory mechanics and some basic ideas of quantum theory, discussing material typically found in undergraduate texts as well as topics such as fluids, critical phenomena, and computational techniques, which serve as a natural bridge to graduate study. Completely revised to be more accessible to students Encourages active reading with guided problems tied to the text Updated open source programs available in Java, Python, and JavaScript Integrates Monte Carlo and molecular dynamics simulations and other numerical techniques Self-contained introductions to thermodynamics and probability, including Bayes' theorem A fuller discussion of magnetism and the Ising model than other undergraduate texts Treats ideal classical and quantum gases within a uniform framework Features a new chapter on transport coefficients and linear response theory Draws on findings from contemporary research Solutions manual (available only to instructors)

Thermodynamics and Statistical Mechanics

Phil Attard
Thermodynamics and Statistical Mechanics Book PDF

Author : Phil Attard
Publisher : Elsevier
Page : 450 pages
File Size : 52,8 Mb
Release : 2002-07-08
Category : Science
ISBN : 9780080519180

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Thermodynamics and Statistical Mechanics by Phil Attard Pdf

The account of thermodynamics and statistical mechanics in Thermodynamics and Statistical Mechanics is based on entropy and its maximization. Building from first principles, it gives a transparent explanation of the physical behaviour of equilibrium thermodynamic systems, and it presents a comprehensive, self-contained account of the modern mathematical and computational techniques of statistical mechanics. This field of study is of vital importance to researchers, lecturers and students alike. Dr Attard is a well-known researcher in statistical mechanics who has made significant contributions to this field. His book offers a fresh perspective on the foundations of statistical thermodynamics. It includes a number of new results and novel derivations, and provides an intriguing alternative to existing monographs. Especially of note are the simple graphs and figures that illustrate the text throughout and the logical organization of the material. Thermodynamics and Statistical Mechanics will be an invaluable and comprehensive reference manual for research scientists. This text can be used as a complement to existing texts and for supplementary reading. Offers a fresh perspective on the foundations of statistical thermodynamics Includes a number of new results and novel derivations, and provides an intriguing alternative to existing monographs Simple graphs and figures illustrate the text throughout Logical organization of material An invaluable and comprehensive reference manual for research scientists Can be used as a complement to existing texts and for supplementary reading

Computational Biology

Ralf Blossey
Computational Biology Book PDF

Author : Ralf Blossey
Publisher : CRC Press
Page : 246 pages
File Size : 54,5 Mb
Release : 2019-06-11
Category : Computers
ISBN : 9780429994609

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Computational Biology by Ralf Blossey Pdf

Computational biology has developed rapidly during the last two decades following the genomic revolution which culminated in the sequencing of the human genome. More than ever it has developed into a field which embraces computational methods from different branches of the exact sciences: pure and applied mathematics, computer science, theoretical physics. This Second Edition provides a solid introduction to the techniques of statistical mechanics for graduate students and researchers in computational biology and biophysics. Material has been reorganized to clarify equilbrium and nonequilibrium aspects of biomolecular systems Content has been expanded, in particular in the treatment of the electrostatic interactions of biomolecules and the application of non-equilibrium statistical mechanics to biomolecules New network-based approaches for the study of proteins are presented. All treated topics are put firmly in the context of the current research literature, allowing the reader to easily follow an individual path into a specific research field. Exercises and Tasks accompany the presentations of the topics with the intention of enabling the readers to test their comprehension of the developed basic concepts.

Statistical Physics I

Morikazu Toda,Ryogo Kubo,Nobuhiko Saito
Statistical Physics I Book PDF

Author : Morikazu Toda,Ryogo Kubo,Nobuhiko Saito
Publisher : Springer Science & Business Media
Page : 266 pages
File Size : 42,7 Mb
Release : 2012-12-06
Category : Science
ISBN : 9783642581342

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Statistical Physics I by Morikazu Toda,Ryogo Kubo,Nobuhiko Saito Pdf

Statistical Physics I discusses the fundamentals of equilibrium statistical mechanics, focussing on basic physical aspects. No previous knowledge of thermodynamics or the molecular theory of gases is assumed. Illustrative examples based on simple materials and photon systems elucidate the central ideas and methods.

Lectures on Quantum Computing, Thermodynamics and Statistical Physics

Mikio Nakahara
Lectures on Quantum Computing Thermodynamics and Statistical Physics Book PDF

Author : Mikio Nakahara
Publisher : World Scientific
Page : 199 pages
File Size : 50,5 Mb
Release : 2013
Category : Science
ISBN : 9789814425193

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Lectures on Quantum Computing, Thermodynamics and Statistical Physics by Mikio Nakahara Pdf

This book is a collection of lecture notes from the Symposium on Quantum Computing, Thermodynamics, and Statistical Physics, held at Kinki University in March 2012. Quantum information theory has a deep connection with statistical physics and thermodynamics. This volume introduces some of the topics on interface among the mentioned fields. Subjects included in the lecture notes include quantum annealing method, nonequilibrium thermodynamics and spin glass theory, among others. These subjects were presented with much emphasis put in its relevance in quantum information theory. These lecture notes are prepared in a self-contained manner so that a reader with modest background may understand the subjects.

Computational Physics

Rubin H. Landau,Manuel J. Páez,Cristian C. Bordeianu
Computational Physics Book PDF

Author : Rubin H. Landau,Manuel J. Páez,Cristian C. Bordeianu
Publisher : John Wiley & Sons
Page : 597 pages
File Size : 42,5 Mb
Release : 2024-03-20
Category : Science
ISBN : 9783527843312

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Computational Physics by Rubin H. Landau,Manuel J. Páez,Cristian C. Bordeianu Pdf

Computational Physics The classic in the field for more than 25 years, now with increased emphasis on data science and new chapters on quantum computing, machine learning (AI), and general relativity Computational physics combines physics, applied mathematics, and computer science in a cutting-edge multidisciplinary approach to solving realistic physical problems. It has become integral to modern physics research because of its capacity to bridge the gap between mathematical theory and real-world system behavior. Computational Physics provides the reader with the essential knowledge to understand computational tools and mathematical methods well enough to be successful. Its philosophy is rooted in “learning by doing”, assisted by many sample programs in the popular Python programming language. The first third of the book lays the fundamentals of scientific computing, including programming basics, stable algorithms for differentiation and integration, and matrix computing. The latter two-thirds of the textbook cover more advanced topics such linear and nonlinear differential equations, chaos and fractals, Fourier analysis, nonlinear dynamics, and finite difference and finite elements methods. A particular focus in on the applications of these methods for solving realistic physical problems. Readers of the fourth edition of Computational Physics will also find: An exceptionally broad range of topics, from simple matrix manipulations to intricate computations in nonlinear dynamics A whole suite of supplementary material: Python programs, Jupyter notebooks and videos Computational Physics is ideal for students in physics, engineering, materials science, and any subjects drawing on applied physics.

An Introduction to Statistical Mechanics and Thermodynamics

Robert H. Swendsen
An Introduction to Statistical Mechanics and Thermodynamics Book PDF

Author : Robert H. Swendsen
Publisher : Oxford University Press
Page : 422 pages
File Size : 50,7 Mb
Release : 2012-03
Category : Mathematics
ISBN : 9780199646944

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An Introduction to Statistical Mechanics and Thermodynamics by Robert H. Swendsen Pdf

This text presents statistical mechanics and thermodynamics as a theoretically integrated field of study. It stresses deep coverage of fundamentals, providing a natural foundation for advanced topics. The large problem sets (with solutions for teachers) include many computational problems to advance student understanding.

Computational Statistical Physics

Lucas Böttcher,Hans J. Herrmann
Computational Statistical Physics Book PDF

Author : Lucas Böttcher,Hans J. Herrmann
Publisher : Cambridge University Press
Page : 128 pages
File Size : 48,9 Mb
Release : 2021-08-26
Category : Science
ISBN : 9781108896658

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Computational Statistical Physics by Lucas Böttcher,Hans J. Herrmann Pdf

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.