Statistical Mechanics: Theory and Molecular Simulation
Complex systems that bridge the traditional disciplines of physics, chemistry, biology, and materials science can be studied at an unprecedented level of detail using increasingly sophisticated theoretical methodology and high-speed computers. The aim of this book is to prepare burgeoning users and developers to become active participants in this exciting and rapidly advancing research area by uniting for the first time, in one monograph, the basic concepts of equilibrium and time-dependent statistical mechanics with the modern techniques used to solve the complex problems that arise in real-world applications. The book contains a detailed review of classical and quantum mechanics, in-depth discussions of the most commonly used ensembles simultaneously with modern computational techniques such as molecular dynamics and Monte Carlo, and important topics including free-energy calculations, linear-response theory, harmonic baths and the generalized Langevin equation, critical phenomena, and advanced conformational sampling methods. Burgeoning users and developers are thus provided firm grounding to become active participants in this exciting and rapidly advancing research area, while experienced practitioners will find the book to be a useful reference tool for the field.
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Extraordinary statistical mechanics book as well as its computer simulation theme throughout the book. Tuckerman makes very good connection between principles and practical simulations. I would recommend to everyone who would like to learn how statistical mechanics is applied to simulations. Bravo!
The most understandable book of statistical physics on simulations I have ever read. Highly recommended!!
2 Theoretical foundations of classical statistical mechanics
3 The microcanonical ensemble and introduction to molecular dynamics
4 The canonical ensemble
5 The isobaric ensembles
6 The grand canonical ensemble
7 Monte Carlo
8 Free energy calculations
13 Classical timedependent statistical mechanics
14 Quantum timedependent statistical mechanics
15 The Langevin and generalized Langevin equations
16 Critical phenomena
Appendix A Properties of the Dirac deltafunction
Appendix B Evaluation of energies and forces
Appendix C Proof of the Trotter theorem
Appendix D Laplace transforms