"SCREMS" Computational Mathematics Research at UTM
"SCREMS" Computational Mathematics Research at UTM
批准号:
0322962
负责人:
Jack Xin
金额:
$11.16万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2003
资助国家:
美国
项目状态:
已结题
起止时间:
2003-08-01 至 2004-07-31
中文摘要
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英文摘要
Investigators from the Department of Mathematics at The University of Texas at Austin are involved in projects that include the development of deterministic high order numerical schemes for Boltzmann type kinetic transport models and the study of non-equilibrium statistical mechanics; computer-assisted theorem proving in analysis related to the onset of instabilities in dynamical systems; development of computational tools for studying the material and conformational properties of DNA at various scales; computations of random fronts in two or three space dimensional stochastic reaction-diffusion equations and generation of a large solution sample space to analyze front statistics; computational investigations for large-scale distribution of predicted orders of the Tate-Shafarevich groups of the quadratic twists of a fixed elliptic curve; and the growth of the minimal weight in various families of error correcting codes. Each of these projects shares the need for large amounts of uninterrupted computation cycles. A single computer-assisted proof in the analysis of dynamical systems can consume over 3 years of CPU time on a 1GHz Pentium class processor. The computational requirements of testing numerical methods for kinetic transport models are essentially open ended; investigators currently use all available resources continuously. Similarly, the computational requirements of investigating the large-scale distribution of orders of Tate-Shafarevich groups are practically unlimited. The scope and the magnitude of the projects outlined above warrant the deployment of a substantial dedicated computational facility for the pursuit of these objectives.The NSF funds awarded for the purchase of a computational server cluster provide considerable momentum to the vigorous pursuit of the research agenda outlined in preceding paragraph. All of these projects deal with problems that are of current interest in computational mathematics. They are part of an effort to understand the mechanisms behind phenomena that play an important role in solid state physics, biology, cryptography, and other sciences. In addition, they advance the state of the art in computational mathematics, which brings new problems within the reach of mathematical analysis. Some of the projects also involve interactions with software developers, which contributes to the design of new software for scientific applications. The applications of this research are wide ranging and profound. They include the modeling of nano-electronic and biological structures; analyzing the stability of dynamical systems such as plasma confinement in fusion energy accelerators, celestial mechanics, and models for atmospheric dynamics; understanding how forest fires and turbulent fire fronts propagate; and investigating computer security and quantum computing. The results are communicated to as wide an audience as possible, through discussions, lectures, refereed journals, preprint archives, web sites, etc. The research involves the participation and training of graduate and undergraduate students.
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Deep Particle Algorithms and Advection-Reaction-Diffusion Transport Problems
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批准号:2309520
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项目类别:Standard Grant
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资助金额:$39.0万
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财政年份:2023
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负责人:Jack Xin
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依托单位:
Collaborative Research: ATD: Fast Algorithms and Novel Continuous-depth Graph Neural Networks for Threat Detection
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批准号:2219904
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项目类别:Standard Grant
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资助金额:$12.5万
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财政年份:2023
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负责人:Jack Xin
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依托单位:
Computational and Mathematical Studies of Compression and Distillation Methods for Deep Neural Networks and Applications
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批准号:2151235
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项目类别:Continuing Grant
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资助金额:$30.0万
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财政年份:2022
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负责人:Jack Xin
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依托单位:
FRG: Collaborative Research: Robust, Efficient, and Private Deep Learning Algorithms
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批准号:1952644
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项目类别:Standard Grant
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资助金额:$14.02万
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财政年份:2020
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负责人:Jack Xin
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依托单位:
Computational and Mathematical Studies of Complexity Reduction Methods for Deep Neural Networks and Applications
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批准号:1854434
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项目类别:Standard Grant
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资助金额:$30.0万
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财政年份:2019
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负责人:Jack Xin
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依托单位:
Collaborative Research: ATD: Robust, Accurate and Efficient Graph-Structured RNN for Spatio-Temporal Forecasting and Anomaly Detection
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批准号:1924548
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项目类别:Standard Grant
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资助金额:$13.0万
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财政年份:2019
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负责人:Jack Xin
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依托单位:
BIGDATA: Collaborative Research: F: Foundations of Nonconvex Problems in BigData Science and Engineering: Models, Algorithms, and Analysis
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批准号:1632935
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项目类别:Standard Grant
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资助金额:$35.0万
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财政年份:2016
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负责人:Jack Xin
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依托单位:
Theory and Algorithms of Transformed L1 Minimization with Applications in Data Science
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批准号:1522383
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项目类别:Standard Grant
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资助金额:$29.99万
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财政年份:2015
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负责人:Jack Xin
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依托单位:
Reaction-Diffusion Front Speeds in Chaotic and Stochastic Flows
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批准号:1211179
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项目类别:Continuing Grant
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资助金额:$41.97万
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财政年份:2012
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负责人:Jack Xin
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依托单位:
ATD: Blind and Template Assisted Source Separation Algorithms with Applications to Spectroscopic Data
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批准号:1222507
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项目类别:Continuing Grant
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资助金额:$45.11万
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财政年份:2012
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负责人:Jack Xin
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依托单位:
ADT: Sparse Blind Separation Algorithms of Spectral Mixtures and Applications
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批准号:0911277
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项目类别:Continuing Grant
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资助金额:$70.58万
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财政年份:2009
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负责人:Jack Xin
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依托单位:
PRISM: UCI Interdisciplinary computational and applied mathematics program
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批准号:0928427
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项目类别:Standard Grant
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资助金额:$195.06万
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财政年份:2009
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负责人:Jack Xin
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依托单位:
AMC-SS: Dynamic Algorithms For Blind Separation Of Convolutive Sound Mixtures
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批准号:0712881
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项目类别:Standard Grant
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资助金额:$30.01万
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财政年份:2007
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负责人:Jack Xin
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依托单位:
A Variational Principle Based Study of Random Front Speeds
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批准号:0506766
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项目类别:Standard Grant
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资助金额:$10.5万
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财政年份:2005
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负责人:Jack Xin
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依托单位:
A Variational Principle Based Study of Random Front Speeds
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批准号:0549215
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项目类别:Standard Grant
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资助金额:$10.5万
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财政年份:2005
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负责人:Jack Xin
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依托单位:
ITR: PDE Based Nonlinear Algorithms for Processing Multi-Scale AudioSignals
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批准号:0219004
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项目类别:Standard Grant
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资助金额:$45.25万
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财政年份:2002
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负责人:Jack Xin
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依托单位:
Mathematical Sciences: Analysis of Patterns and Dynamics of Nonlinear Dissipative Systems
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批准号:9625680
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项目类别:Standard Grant
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资助金额:$5.7万
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财政年份:1996
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负责人:Jack Xin
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依托单位:
Mathematical Sciences: Theory and Applications of Wave Front Propagation in Inhomogeneous Media
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批准号:9302830
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项目类别:Standard Grant
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资助金额:$6.13万
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财政年份:1993
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负责人:Jack Xin
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依托单位:
国内基金
海外基金
Computational Methods for Analyzing Toponome Data
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批准号:60601030
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项目类别:青年科学基金项目
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资助金额:17.0万元
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批准年份:2006
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负责人:Axel Mosig
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依托单位: