Opportunities and Challenges in Uncertainty Quantification for Complex Interacting Systems
复杂相互作用系统不确定性量化的机遇和挑战
基本信息
- 批准号:0849537
- 负责人:
- 金额:$ 7.57万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2008
- 资助国家:美国
- 起止时间:2008-09-15 至 2010-08-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This Workshop on Opportunities and Challenges in Uncertainty Quantification for Complex Interacting Systems, to be held at the University of Southern California in the early part of 2009, will provide a forum where issues of uncertainty quantification and model validation in predictive science will be addressed. The Workshop will bring together leading scientists from physics-based modeling, network science and social networks to explore the fundamental similarities and differences in the challenges facing them. The gradient in the level of maturity and scientific opportunities provided by these three themes will serve to drive knowledge mixing and transfer between all participants. Challenges and opportunities will be identified and a community of researchers and collaborators seeded. This Workshop will greatly accelerate the maturity of these methods and bring them, much faster, to a point where they can fulfill their promise as an enabling technologies for economic growth and societal sustainability.
将于2009年初在南加州大学举行的关于复杂相互作用系统不确定性量化的机遇和挑战的讲习班将提供一个论坛,讨论预测科学中的不确定性量化和模型验证问题。研讨会将汇集来自基于物理的建模、网络科学和社会网络的顶尖科学家,探讨他们面临的挑战的基本相似和不同之处。这三个主题所提供的成熟程度和科学机会的梯度将有助于推动所有参与者之间的知识混合和转让。将确定挑战和机遇,并为研究人员和合作者社区提供种子。此次研讨会将极大地加速这些方法的成熟,并使它们更快地达到能够实现其作为促进经济增长和社会可持续发展的技术的承诺的程度。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Roger Ghanem其他文献
Damage detection and localization in sealed spent nuclear fuel dry storage canisters using multi-task machine learning classifiers
使用多任务机器学习分类器对密封乏燃料干储存桶进行损伤检测与定位
- DOI:
10.1016/j.ress.2024.110446 - 发表时间:
2024-12-01 - 期刊:
- 影响因子:11.000
- 作者:
Anna Arcaro;Bozhou Zhuang;Bora Gencturk;Roger Ghanem - 通讯作者:
Roger Ghanem
Transient anisotropic kernel for probabilistic learning on manifolds
- DOI:
10.1016/j.cma.2024.117453 - 发表时间:
2024-12-01 - 期刊:
- 影响因子:
- 作者:
Christian Soize;Roger Ghanem - 通讯作者:
Roger Ghanem
Switching diffusions for multiscale uncertainty quantification
多尺度不确定性量化的切换扩散
- DOI:
10.1016/j.ijnonlinmec.2024.104793 - 发表时间:
2024 - 期刊:
- 影响因子:3.2
- 作者:
Zheming Gou;Xiaohui Tu;Sergey V. Lototsky;Roger Ghanem - 通讯作者:
Roger Ghanem
Effect of experimental noise on internal damage detection of sealed spent nuclear fuel canisters
- DOI:
10.1007/s00366-025-02176-2 - 发表时间:
2025-06-28 - 期刊:
- 影响因子:4.900
- 作者:
Anna Arcaro;Bora Gencturk;Roger Ghanem;Bozhou Zhuang - 通讯作者:
Bozhou Zhuang
Spectral Stochastic Finite Element Method for Log-Normal Uncertainty
求解对数正态不确定性的谱随机有限元法
- DOI:
- 发表时间:
2004 - 期刊:
- 影响因子:0
- 作者:
Riki Honda;Roger Ghanem - 通讯作者:
Roger Ghanem
Roger Ghanem的其他文献
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{{ truncateString('Roger Ghanem', 18)}}的其他基金
Collaborative Research: RIPS Type 1: Human Geography Motifs to Evaluate Infrastructure Resilience
合作研究:RIPS 类型 1:评估基础设施弹性的人文地理学主题
- 批准号:
1441190 - 财政年份:2014
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
EAGER/Collaborative Research: Accelerating Innovation in Agent-Based Simulations: Application to Complex Socio-Behavioral Phenomena
EAGER/协作研究:加速基于代理的模拟创新:在复杂社会行为现象中的应用
- 批准号:
1002517 - 财政年份:2010
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
Stochastic Prediction for the Design and Management of Interacting Complex Systems
交互复杂系统设计和管理的随机预测
- 批准号:
1025043 - 财政年份:2010
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
Workshop on Stochastic Multiscale Methods: Mathematical Analysis and Algorithms; August 2009, Los Angeles, CA
随机多尺度方法研讨会:数学分析和算法;
- 批准号:
0917661 - 财政年份:2009
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
Collaborative Research: Uncertainty quantification for petascale simulation of carbon sequestration through fast ultra-scalable stochastic finite element methods.
合作研究:通过快速超可扩展随机有限元方法对千万亿级碳封存模拟进行不确定性量化。
- 批准号:
0904754 - 财政年份:2009
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
Collaborative Research: Integrated Computational System for Probability Based Multi-Scale Model of Ductile Fracture in Heterogeneous Metals and Alloys
合作研究:异种金属和合金中基于概率的延性断裂多尺度模型集成计算系统
- 批准号:
0728304 - 财政年份:2007
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
AMC-SS: Computational Algorithms and Reduced Models for Stochastic PDEs
AMC-SS:随机偏微分方程的计算算法和简化模型
- 批准号:
0512231 - 财政年份:2005
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
Workshop on Uncertainty Quantification and Error Estimation
不确定性量化与误差估计研讨会
- 批准号:
0351706 - 财政年份:2003
- 资助金额:
$ 7.57万 - 项目类别:
Standard Grant
Decision Support for Flow in Porous Media: Optimal Sampling for Data Assimilation
多孔介质流动的决策支持:数据同化的最佳采样
- 批准号:
9870005 - 财政年份:1998
- 资助金额:
$ 7.57万 - 项目类别:
Continuing Grant
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