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Variational methods in molecular modeling

This book presents tutorial overviews for many applications of variational methods to molecular modeling. Topics discussed include the Gibbs-Bogoliubov-Feynman variational principle, square-gradient models, classical density functional theories, self-consistent-field theories, phase-field methods, G...

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Detalles Bibliográficos
Autor principal: Wu, Jianzhong
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-981-10-2502-0
http://cds.cern.ch/record/2240343
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author Wu, Jianzhong
author_facet Wu, Jianzhong
author_sort Wu, Jianzhong
collection CERN
description This book presents tutorial overviews for many applications of variational methods to molecular modeling. Topics discussed include the Gibbs-Bogoliubov-Feynman variational principle, square-gradient models, classical density functional theories, self-consistent-field theories, phase-field methods, Ginzburg-Landau and Helfrich-type phenomenological models, dynamical density functional theory, and variational Monte Carlo methods. Illustrative examples are given to facilitate understanding of the basic concepts and quantitative prediction of the properties and rich behavior of diverse many-body systems ranging from inhomogeneous fluids, electrolytes and ionic liquids in micropores, colloidal dispersions, liquid crystals, polymer blends, lipid membranes, microemulsions, magnetic materials and high-temperature superconductors. All chapters are written by leading experts in the field and illustrated with tutorial examples for their practical applications to specific subjects. With emphasis placed on physical understanding rather than on rigorous mathematical derivations, the content is accessible to graduate students and researchers in the broad areas of materials science and engineering, chemistry, chemical and biomolecular engineering, applied mathematics, condensed-matter physics, without specific training in theoretical physics or calculus of variations.
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spelling cern-22403432021-04-21T19:24:34Zdoi:10.1007/978-981-10-2502-0http://cds.cern.ch/record/2240343engWu, JianzhongVariational methods in molecular modelingEngineeringThis book presents tutorial overviews for many applications of variational methods to molecular modeling. Topics discussed include the Gibbs-Bogoliubov-Feynman variational principle, square-gradient models, classical density functional theories, self-consistent-field theories, phase-field methods, Ginzburg-Landau and Helfrich-type phenomenological models, dynamical density functional theory, and variational Monte Carlo methods. Illustrative examples are given to facilitate understanding of the basic concepts and quantitative prediction of the properties and rich behavior of diverse many-body systems ranging from inhomogeneous fluids, electrolytes and ionic liquids in micropores, colloidal dispersions, liquid crystals, polymer blends, lipid membranes, microemulsions, magnetic materials and high-temperature superconductors. All chapters are written by leading experts in the field and illustrated with tutorial examples for their practical applications to specific subjects. With emphasis placed on physical understanding rather than on rigorous mathematical derivations, the content is accessible to graduate students and researchers in the broad areas of materials science and engineering, chemistry, chemical and biomolecular engineering, applied mathematics, condensed-matter physics, without specific training in theoretical physics or calculus of variations.Springeroai:cds.cern.ch:22403432017
spellingShingle Engineering
Wu, Jianzhong
Variational methods in molecular modeling
title Variational methods in molecular modeling
title_full Variational methods in molecular modeling
title_fullStr Variational methods in molecular modeling
title_full_unstemmed Variational methods in molecular modeling
title_short Variational methods in molecular modeling
title_sort variational methods in molecular modeling
topic Engineering
url https://dx.doi.org/10.1007/978-981-10-2502-0
http://cds.cern.ch/record/2240343
work_keys_str_mv AT wujianzhong variationalmethodsinmolecularmodeling