Computational Models For Life Sciences - CMLS '07: 2007 International Symposium on Computational Models of Life Sciences (AIP Conference Proceedings / ... / Mathematical and Statistical Physics)

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Computational Models For Life Sciences - CMLS '07: 2007 International Symposium on Computational Models of Life Sciences (AIP Conference Proceedings / ... / Mathematical and Statistical Physics) Overview

All papers have been peer-reviewed. This conference aims to bring biologists, medical and health-science researchers together with computational scientists to focus on problems at the frontier of computational life sciences. The conference proceedings consists of research papers addressing novel applications of computer, physical, engineering and mathematical models for solving modern challenging problems in life sciences. Topics include image analysis, computer vision, pattern analysis and classification, information visualization, signal processing, control theory, information theory, statistical analysis, numerical analysis, fractals and chaos, optimization, simulation and modeling, computational intelligence methods, machine learning, data mining, decision support systems, database integration and management.

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Computer Simulation Studies in Condensed-Matter Physics XVI: Proceedings of the Fifteenth Workshop, Athens, GA, USA, February 24-28, 2003 (Springer Proceedings in Physics) (v. 16)

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Computer Simulation Studies in Condensed-Matter Physics XVI: Proceedings of the Fifteenth Workshop, Athens, GA, USA, February 24-28, 2003 (Springer Proceedings in Physics) (v. 16) Overview

This status report features the most recent developments in the field, spanning a wide range of topical areas in the computer simulation of condensed matter/materials physics. Both established and new topics are included, ranging from the statistical mechanics of classical magnetic spin models to electronic structure calculations, quantum simulations, and simulations of soft condensed matter. The book presents new physical results as well as novel methods of simulation and data analysis. Highlights of this volume include various aspects of non-equilibrium statistical mechanics, studies of properties of real materials using both classical model simulations and electronic structure calculations, and the use of computer simulation in teaching.

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Computer Simulations of Surfaces and Interfaces (NATO Science Series II: Mathematics, Physics and Chemistry)

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Computer Simulations of Surfaces and Interfaces (NATO Science Series II: Mathematics, Physics and Chemistry) Overview

Studies of surfaces and interactions between dissimilar materials or phases are vital for modern technological applications. Computer simulation methods are indispensable in such studies and this book contains a substantial body of knowledge about simulation methods as well as the theoretical background for performing computer experiments and analyzing the data. The book is self-contained, covering a range of topics from classical statistical mechanics to a variety of simulation techniques, including molecular dynamics, Langevin dynamics and Monte Carlo methods. A number of physical systems are considered, including fluids, magnets, polymers, granular media, and driven diffusive systems. The computer simulation methods considered include both standard and accelerated versions. The simulation methods are clearly related to the fundamental principles of thermodynamics and statistical mechanics.

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Progress in Computational Physics of Matter: Methods, Software and Applications

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Progress in Computational Physics of Matter: Methods, Software and Applications Overview

The aim of this text is to describe some of the recent advances, through computer simulation in a broad sense, in the understanding of the complex processes occurring in solid and liquids. The rapid growth of computer power, including the new parallel processors, has stimulated a ferment of new theoretical and computational ideas, which have been developed in particular by the authors in a pluriennal research project supported by Consiglio Nazionale delle Ricerche (CNR) for the development of novel software for large scale computations. The book covers advances in "ab initio" (Car-Parrinello) molecular dynamics, quantum Monte Carlo simulations, self-consistent density functional computation of electronic states, classical molecular dynamics simulation of thermodynamic processes, chemical reactions and transport properties. Besides the description of the results of these techniques in leading edge applications, the book addresses specific aspects of the algorithms and software which have been developed by the authors in order to implement in an efficient way the new theoretical advances in these computationally intensive problems. These aspects which are generally not discussed in any detail in the literature, can be of great help for newcomers in the field.

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