Abstract
Second and revised edition \n \nUnderstanding Molecular Simulation: From Algorithms to Applications explains the physics behind the "recipes" of molecular simulation for materials science. Computer simulators are continuously confronted with questions concerning the choice of a particular technique for a given application. A wide variety of tools exist, so the choice of technique requires a good understanding of the basic principles. More importantly, such understanding may greatly improve the efficiency of a simulation program. The implementation of simulation methods is illustrated in pseudocodes and their practical use in the case studies used in the text. \n \nSince the first edition only five years ago, the simulation world has changed significantly -- current techniques have matured and new ones have appeared. This new edition deals with these new developments; in particular, there are sections on: \n \n· Transition path sampling and diffusive barrier crossing to simulaterare events \n· Dissipative particle dynamic as a course-grained simulation technique \n· Novel schemes to compute the long-ranged forces \n· Hamiltonian and non-Hamiltonian dynamics in the context constant-temperature and constant-pressure molecular dynamics simulations \n· Multiple-time step algorithms as an alternative for constraints \n· Defects in solids \n· The pruned-enriched Rosenbluth sampling, recoil-growth, and concerted rotations for complex molecules \n· Parallel tempering for glassy Hamiltonians \n \nExamples are included that highlight current applications and the codes of case studies are available on the World Wide Web. Several new examples have been added since the first edition to illustrate recent applications. Questions are included in this new edition. No prior knowledge of computer simulation is assumed.
Keywords
Related Publications
Context Tree Switching
This paper describes the Context Tree Switching technique, a modification of Context Tree \nWeighting for the prediction of binary, stationary, n-Markov sources. By modifyin...
Discrete Choice Methods with Simulation
This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods ...
Efficient population transfer via non-ergodic extended states in quantum spin glass
We analyze a new computational role of coherent multi-qubit quantum tunneling that gives rise to bands of non-ergodic extended (NEE) quantum states each formed by a superpositio...
g_wham—A Free Weighted Histogram Analysis Implementation Including Robust Error and Autocorrelation Estimates
The Weighted Histogram Analysis Method (WHAM) is a standard technique used to compute potentials of mean force (PMFs) from a set of umbrella sampling simulations. Here, we prese...
Constant pressure molecular dynamics simulation: The Langevin piston method
A new method for performing molecular dynamics simulations under constant pressure is presented. In the method, which is based on the extended system formalism introduced by And...
Publication Info
- Year
- 2001
- Type
- book
- Citations
- 6408
- Access
- Closed
External Links
Social Impact
Social media, news, blog, policy document mentions
Citation Metrics
Cite This
Identifiers
- DOI
- 10.1016/b978-0-12-267351-1.x5000-7