Mathematical Sciences: Multiple Scales for Interacting Particle Systems: Mesoscopic and Macroscopic Equations
Mathematical Sciences: Multiple Scales for Interacting Particle Systems: Mesoscopic and Macroscopic Equations
批准号:
9500717
负责人:
Markos Katsoulakis
金额:
$5.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
1995
资助国家:
美国
项目状态:
已结题
起止时间:
1995-06-15 至 1998-05-31
中文摘要
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英文摘要
PARAGRAPH 1 In the context of Nonequilibrium Statistical Mechanics, the evolution of physical systems is modelled at a microscopic level by Interacting Particle Systems. Such processes involve a large number of components (particles) with either deterministic or stochastic dynamics, governed by local laws of interaction. It appears that large groups of particles, which in principle evolve in an unorderly manner, tend to organize themselves in a coherent pattern at some larger space or time scale. In particular, these rescaled, possibly stochastic, microscopic models are expected to give rise to deterministic Nonlinear Partial Differential Equations describing the evolution of macroscopic quantities. One of the problems addressed here, is the rigorous derivation of nonlinear partial differential equations from interacting particle systems . Proceeding a step further, one would hope that for finer scales of the particle systems, the local random fluctuations are preserved in the macroscopic equation, while microscopic details still remain hidden. In this framework, we propose to study (i) Interacting Particle Systems with long range interactions and weakly propagating interfaces, and (ii) Stochastic discrete velocity models and fluid dynamics systems of equations. We are particularly interested in understanding the convergence of particle systems to weak solutions of the macroscopic equations, past the formation of shocks for the fluids equations and past all possible geometric singularities of the propagating interfaces. The proposed techniques are drawn from Nonlinear Partial Differential Equations, as well as, Probability Theory and Stochastic Processes. A crucial part in the analysis of the interacting particle systems, lies in the interplay of the different space-time rescaling regimes present, each one with its own limiting deterministic partial differential equation. PARAGRAPH 2 This research project is concerned with the mathematical analysis of microscopic and macroscopic models of non-equilibrium phenomena arising in material science, biology and fluid mechanics. The first part of the proposal is concerned with the derivation of transport properties for materials undergoing phase transitions (for example alloys changing crystallographic structure). Similar techniques will hopefully prove useful in the prediction of nonequilibrium behavior in biological processes. The mathematical tools employed here, are expected to provide new detailed quantitative information about our physical systems, going one step beyond phenomenology. In the second part of the project, we study the convergence of discrete random models, to gas and fluid dynamics equations. In addition to the issues proposed in the first part, here we hope that such discrete models may yield robust algorithms for the numerical computation of gas dynamics flow, particularly in the presence of shock waves.
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会议论文
Collaborative Research CDI-Type II: Hierarchical Stochastic Algorithms for Materials Engineering.
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批准号:0835673
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项目类别:Standard Grant
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资助金额:$38.44万
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财政年份:2008
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负责人:Markos Katsoulakis
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依托单位:
AMC-SS: Multiscale Methods for Many-Particle Stochastic Systems: Coarse-Graining and Microscopic Reconstruction
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批准号:0715125
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项目类别:Standard Grant
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资助金额:$33.62万
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财政年份:2007
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负责人:Markos Katsoulakis
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依托单位:
Multiscale Stochastic Modeling, Analysis and Computation
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批准号:0413864
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项目类别:Standard Grant
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资助金额:$0.0万
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财政年份:2004
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负责人:Markos Katsoulakis
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依托单位:
ITR: Mesoscopic Modeling and Simulation: A Novel Approach to Monte Carlo Methods
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批准号:0219211
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项目类别:Standard Grant
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资助金额:$42.0万
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财政年份:2002
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负责人:Markos Katsoulakis
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依托单位:
Mesoscopic Theories in Materials Science
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批准号:0100872
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项目类别:Standard Grant
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资助金额:$8.4万
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财政年份:2001
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负责人:Markos Katsoulakis
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依托单位:
Multi-Scale Analysis for Nonlinear and Partial Differential Equations and Interacting Particle Systems
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批准号:9801769
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项目类别:Continuing Grant
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资助金额:$15.5万
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财政年份:1998
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负责人:Markos Katsoulakis
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依托单位:
Mathematical Sciences: Multiple Scales for Interacting Particle Systems: Mesoscopic and Macroscopic Equations
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批准号:9696124
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项目类别:Standard Grant
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资助金额:$3.65万
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财政年份:1995
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负责人:Markos Katsoulakis
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依托单位:
国内基金
海外基金
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