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Titlebook: Classical Statistical Mechanics with Nested Sampling; Robert John Nicholas Baldock Book 2017 Springer International Publishing AG 2017 Nes

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書目名稱Classical Statistical Mechanics with Nested Sampling
編輯Robert John Nicholas Baldock
視頻videohttp://file.papertrans.cn/228/227130/227130.mp4
概述Nominated as an outstanding PhD thesis by the University of Cambridge, UK.Enables the calculation of partition functions as explicit functions of temperature for realistic models of materials directly
叢書名稱Springer Theses
圖書封面Titlebook: Classical Statistical Mechanics with Nested Sampling;  Robert John Nicholas Baldock Book 2017 Springer International Publishing AG 2017 Nes
描述This thesis develops a nested sampling algorithm into a black box tool for directly calculating the partition function, and thus the complete phase diagram of a material, from the interatomic potential energy function. It represents a significant step forward in our ability to accurately describe the finite temperature properties of materials. In principle, the macroscopic phases of matter are related to the microscopic interactions of atoms by statistical mechanics and the partition function. In practice, direct calculation of the partition function has proved infeasible for realistic models of atomic interactions, even with modern atomistic simulation methods. The thesis also shows how the output of nested sampling calculations can be processed to calculate the complete PVT (pressure–volume–temperature) equation of state for a material, and applies the nested sampling algorithm to calculate the pressure–temperature phase diagrams of aluminium and a model binary alloy.
出版日期Book 2017
關(guān)鍵詞Nested Sampling Algorithm; Efficient Derivation of Phase Diagram; Calculation of Partition Function; Cl
版次1
doihttps://doi.org/10.1007/978-3-319-66769-0
isbn_softcover978-3-319-88317-5
isbn_ebook978-3-319-66769-0Series ISSN 2190-5053 Series E-ISSN 2190-5061
issn_series 2190-5053
copyrightSpringer International Publishing AG 2017
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Robert John Nicholas BaldockNominated as an outstanding PhD thesis by the University of Cambridge, UK.Enables the calculation of partition functions as explicit functions of temperature for realistic models of materials directly
5#
發(fā)表于 2025-3-22 11:25:00 | 只看該作者
Springer Theseshttp://image.papertrans.cn/c/image/227130.jpg
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Samira Cherfi,Anna Perini,Selmin NurcanThis section provides a summary of probability theory, as necessary to understand this thesis.
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Research Challenges in Information ScienceIn depth derivation of mathematical objects which are important in statistical mechanics. Concepts and equations are exposed in such a way as to make sense of the work presented later in the thesis.
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發(fā)表于 2025-3-23 09:34:17 | 只看該作者
Aida Ashrafi,Bj?rnar Tessem,Katja EnbergIntroduction to phase transitions and phase diagrams. A number of important ideas from computational statistical mechanics are also discussed.
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