Non-local Kinetic Collisional Transport: Analysis and Numerical Methods
Non-local Kinetic Collisional Transport: Analysis and Numerical Methods
批准号:
1715515
负责人:
Irene Gamba
金额:
$31.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-09-01 至 2020-08-31
中文摘要
这项研究的总体目标是为一系列具有基础科学意义的各种自然和工程过程建立精确的数学模型和数值模拟方法,例如聚变装置中等离子体的演化,形成玻色-爱因斯坦凝聚体的中间过渡过程中非常冷气体的动力学,半导体装置中的热电子传输,用于太阳能产生氢的纳米结构的设计,与再入问题的航空动力学有关的反应分子混合物的动力学。所有这些现象都由它们的数学描述的基本结构统一起来,这些结构涉及不同类型的“粒子”相互作用。对这些数学结构的研究是这个项目的主要主题。建模和模拟将基于通过精确的晶体计算获得的数据,考虑原子修正、粗糙介质的存在等。我们将开发的相同技术与生物和社会科学中令人兴奋的新应用相关。它们包括对鸟类或鱼类等粒子群中自组织流动的建模,种群动力学中的新兴共识,多智能体信息传输和互联网中的社会信息动力学,仅举几例。该项目的研究目标包括一个广泛的计划,开发与统计传输方程有关的分析和数值工具,这些方程是概率应用数学的核心,统计学应用于化学、物理,在一定程度上也适用于社会动力学。它们涉及复杂相互作用系统的建模,产生与生灭动力学的马尔可夫过程相关的动力学框架。这样的统计方法导致了碰撞经典或量子Boltzmann或Smoluchowski类型的非线性积分-微分方程组。其中许多模型出现在描述纳米和介观自洽现象的短程和长程粒子相互作用模型的半经典输运理论中。来自非线性分析的新工具和新的计算策略将被开发出来,以解决长期行为、稳定性和定常模式的衰减率,以及数值解和最优计算策略的定性行为。
英文摘要
The overall objective of this research is to develop accurate mathematical modeling and methods of numerical simulation for an array of diverse natural and engineering processes of fundamental scientific interest, such as evolution of plasmas in fusion devices, dynamics of very cold gases in the intermediate transition to form Bose-Einstein condensates, hot-electron transport in semiconductor devices, design of nanostructures for the solar generation of hydrogen, dynamics of reacting molecular mixtures associated to aerospace dynamics of re-entry problems. All these phenomena are unified by the underlying structure of their mathematical description that involves "particles" interactions of different kinds. A study of these mathematical structures is the principal subject of this project. Modelling and simulation will be based on data obtained by accurate crystallographic calculations, taking into account atomistic corrections, the presence of rough media, etc. Same of the techniques that we will develop are pertinent to exciting new applications in biological and social sciences. They include modeling of self-organized flows in "particle" swarms like birds or fish, emerging consensus in population dynamics, multi-agent information transfer and social information dynamics in internet, to name a few. Research goals of the project comprise a broad program in the development of analytical and numerical tools associated with statistical transport equations at the core of applied mathematics in probability, statistics applied to chemistry, physics and to an extent, to social dynamics as well. They concern the modeling of complex interactions systems yielding kinetic frameworks associated to Markovian processes of birth-death dynamics. Such statistical approaches lead to nonlinear integro-differential systems of equations of collisional classical or quantum Boltzmann or Smoluchowski type. Many of these models appear in the collisional theory of semi-classical transport for short- and long-range particle interactions models that describing self-consistent phenomena at nano and mesoscales. New tools from nonlinear analysis as well as new computational strategies will be developed to address long-time behavior, stability and decay rates to stationary modes, as well as qualitative behavior of numerical solutions and optimal computational strategies.
期刊论文(11)
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科研奖励(0)
会议论文
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DOI:
10.1137/18m1173332
发表时间:
2016-11
期刊:
SIAM J. Numer. Anal.
影响因子:
--
作者:
[R. Alonso;I. Gamba;S. H. Tharkabhushanam]
通讯作者:
R. Alonso;I. Gamba;S. H. Tharkabhushanam
Galerkin methods for Boltzmann–Poisson transport with reflection conditions on rough boundaries
粗糙边界反射条件下玻尔兹曼-泊松输运的 Galerkin 方法
DOI:
10.1016/j.jcp.2018.02.041
发表时间:
2018
期刊:
Journal of Computational Physics
影响因子:
4.1
作者:
[Morales Escalante, José A., Gamba, Irene M.]
通讯作者:
Gamba, Irene M.
On the Rate of Relaxation for the Landau Kinetic Equation and Related Models
朗道动力学方程及相关模型的弛豫率研究
DOI:
10.1007/s10955-017-1814-y
发表时间:
2017
期刊:
Journal of Statistical Physics
影响因子:
1.6
作者:
[Bobylev, Alexander, Gamba, Irene M., Zhang, Chenglong]
通讯作者:
Zhang, Chenglong
DOI:
10.1137/16m1096001
发表时间:
2017-01-01
期刊:
SIAM JOURNAL ON SCIENTIFIC COMPUTING
影响因子:
3.1
作者:
[Gamba, Irene M., Haack, Jeffrey R., Hu, Jingwei]
通讯作者:
Hu, Jingwei
DOI:
10.1007/s00021-020-00505-7
发表时间:
2018-06
期刊:
Journal of Mathematical Fluid Mechanics
影响因子:
1.3
作者:
[I. Gamba;Cheng Yu]
通讯作者:
I. Gamba;Cheng Yu
共 10 条
Collisional Kinetic Transport: Analysis and Numerical Methods
-
批准号:2009736
-
项目类别:Standard Grant
-
资助金额:$34.5万
-
财政年份:2020
-
负责人:Irene Gamba
-
依托单位:
Pan-American Conference on Differential Equations and Non-linear Analysis
-
批准号:1446125
-
项目类别:Standard Grant
-
资助金额:$3.0万
-
财政年份:2015
-
负责人:Irene Gamba
-
依托单位:
The Kinetics of Interacting Particle Systems: Theory and Numerical Methods
-
批准号:1413064
-
项目类别:Continuing Grant
-
资助金额:$24.0万
-
财政年份:2014
-
负责人:Irene Gamba
-
依托单位:
Collaborative Research: RNMS: Kinetic Description of Emerging Challenges in Multiscale Problems of Natural Sciences
-
批准号:1107465
-
项目类别:Continuing Grant
-
资助金额:$100.0万
-
财政年份:2012
-
负责人:Irene Gamba
-
依托单位:
Accurate high performance computing for nonlinear collisional kinetic theory
-
批准号:1217154
-
项目类别:Standard Grant
-
资助金额:$16.77万
-
财政年份:2012
-
负责人:Irene Gamba
-
依托单位:
Kinetic transport and dynamics in complex interacting systems: analysis and simulations
-
批准号:1109625
-
项目类别:Standard Grant
-
资助金额:$21.0万
-
财政年份:2011
-
负责人:Irene Gamba
-
依托单位:
FRG: Collaborative Research: Kinetic Description of Multiscale Phenomena: Modeling, Theory and Computation
-
批准号:0757450
-
项目类别:Standard Grant
-
资助金额:$13.13万
-
财政年份:2008
-
负责人:Irene Gamba
-
依托单位:
Statistical transport of complex particle systems
-
批准号:0807712
-
项目类别:Standard Grant
-
资助金额:$15.0万
-
财政年份:2008
-
负责人:Irene Gamba
-
依托单位:
EMSW21-RTG - Program in Applied and Computational Analysis
-
批准号:0636586
-
项目类别:Continuing Grant
-
资助金额:$209.86万
-
财政年份:2007
-
负责人:Irene Gamba
-
依托单位:
Non-Equilibrium Problems in Collisional Kinetic and Quantum Theory
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批准号:0507038
-
项目类别:Standard Grant
-
资助金额:$21.46万
-
财政年份:2005
-
负责人:Irene Gamba
-
依托单位:
Non-equilibrium Collisional Transport in Nano and Mesoscale Modeling
-
批准号:0204568
-
项目类别:Standard Grant
-
资助金额:$32.35万
-
财政年份:2002
-
负责人:Irene Gamba
-
依托单位:
Mathematical Issues in the Modeling and Simulation of Self-Consistent Charge Particle Transport
-
批准号:9971779
-
项目类别:Continuing Grant
-
资助金额:$9.1万
-
财政年份:1999
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负责人:Irene Gamba
-
依托单位:
Mathematical Sciences: Analytical Problems for Models in Compressible Fluid Mechanics
-
批准号:9996443
-
项目类别:Standard Grant
-
资助金额:$0.31万
-
财政年份:1999
-
负责人:Irene Gamba
-
依托单位:
Mathematical Sciences: Analytical Problems for Models in Compressible Fluid Mechanics
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批准号:9623037
-
项目类别:Standard Grant
-
资助金额:$5.35万
-
财政年份:1996
-
负责人:Irene Gamba
-
依托单位:
Mathematical Sciences: Postdoctoral Research Fellowship
-
批准号:9206244
-
项目类别:Fellowship Award
-
资助金额:$7.5万
-
财政年份:1992
-
负责人:Irene Gamba
-
依托单位:
国内基金
海外基金
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项目类别:地区科学基金项目
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铁磁、半金属-超导异质结中电子输运的理论研究
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批准年份:2009
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边染色图中的异色子图问题
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批准年份:2009
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批准年份:2006
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