Ebook: Monte Carlo Methods in Statistical Physics
- Tags: Thermodynamics, Statistical Physics Dynamical Systems and Complexity, Mathematical Methods in Physics, Numerical and Computational Physics
- Series: Topics in Current Physics 7
- Year: 1986
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 2
- Language: English
- pdf
In the seven years since this volume first appeared. there has been an enormous expansion of the range of problems to which Monte Carlo computer simulation methods have been applied. This fact has already led to the addition of a companion volume ("Applications of the Monte Carlo Method in Statistical Physics", Topics in Current Physics. Vol . 36), edited in 1984, to this book. But the field continues to develop further; rapid progress is being made with respect to the implementation of Monte Carlo algorithms, the construction of special-purpose computers dedicated to exe cute Monte Carlo programs, and new methods to analyze the "data" generated by these programs. Brief descriptions of these and other developments, together with numerous addi tional references, are included in a new chapter , "Recent Trends in Monte Carlo Simulations" , which has been written for this second edition. Typographical correc tions have been made and fuller references given where appropriate, but otherwise the layout and contents of the other chapters are left unchanged. Thus this book, together with its companion volume mentioned above, gives a fairly complete and up to-date review of the field. It is hoped that the reduced price of this paperback edition will make it accessible to a wide range of scientists and students in the fields to which it is relevant: theoretical phYSics and physical chemistry , con densed-matter physics and materials science, computational physics and applied mathematics, etc.
Content:
Front Matter....Pages I-XVII
Introduction: Theory and “Technical” Aspects of Monte Carlo Simulations....Pages 1-45
Simulation of Classical Fluids....Pages 47-120
Phase Diagrams of Mixtures and Magnetic Systems....Pages 121-144
Quantum Many-Body Problems....Pages 145-194
Simulation of Small Systems....Pages 195-223
Monte Carlo Studies of Relaxation Phenomena: Kinetics of Phase Changes and Critical Slowing Down....Pages 225-260
Monte Carlo Simulation of Crystal Growth....Pages 261-299
Monte Carlo Studies of Systems with Disorder....Pages 301-336
Applications in Surface Physics....Pages 337-355
Recent Trends in the Development and Application of the Monte Carlo Method....Pages 357-392
Back Matter....Pages 393-415
Content:
Front Matter....Pages I-XVII
Introduction: Theory and “Technical” Aspects of Monte Carlo Simulations....Pages 1-45
Simulation of Classical Fluids....Pages 47-120
Phase Diagrams of Mixtures and Magnetic Systems....Pages 121-144
Quantum Many-Body Problems....Pages 145-194
Simulation of Small Systems....Pages 195-223
Monte Carlo Studies of Relaxation Phenomena: Kinetics of Phase Changes and Critical Slowing Down....Pages 225-260
Monte Carlo Simulation of Crystal Growth....Pages 261-299
Monte Carlo Studies of Systems with Disorder....Pages 301-336
Applications in Surface Physics....Pages 337-355
Recent Trends in the Development and Application of the Monte Carlo Method....Pages 357-392
Back Matter....Pages 393-415
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