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PREEVENTS Track 1: Coupling Uncertain Geophysical Hazards: Bringing together Geoscientists, Computational Mathematicians, and Statisticians to Advance Hazard Forecasting

PREEVENTS Track 1: Coupling Uncertain Geophysical Hazards: Bringing together Geoscientists, Computational Mathematicians, and Statisticians to Advance Hazard Forecasting
预防措施轨道 1:耦合不确定的地球物理灾害:汇集地球科学家、计算数学家和统计学家以推进灾害预测
批准号:
1850742
负责人:
Elaine Spiller
金额:
$3.95万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-03-01 至 2020-08-31

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中文摘要
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英文摘要
Better prediction of natural hazards could save lives and mitigate destruction of property. This conference will address the question of uncertainty in coupled mathematical models of physical systems and the impact of this uncertainty on hazard prediction. It will provide a venue to introduce young geoscientists, computational mathematicians, and statisticians to each other and to senior researchers. It will identify specific problems of interest and new collaborations focused around the challenges of coupled hazard models.Uncertainty analysis in mathematical models of physical systems is still in development. Only recently has the effect of uncertainty been incorporated into hazard predictions. However, most hazards are the consequences of a cascade of effects. For example, rain weakens soil on a fire-scorched hillside, which causes a landslide that can harm people and damage property. The goal of this conference is to better understand i) the physical processes causing the hazard, ii) the mathematical models of these processes and the range of uncertainty in the model equations, and iii) the coupling of events leading to hazards and the associated propagation of uncertainties from one model to the next.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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CDS&E: Collaborative Research: Surrogates and Reduced Order Modeling for High Dimensional Coupled Systems
  • 批准号:
    2053872
  • 项目类别:
    Standard Grant
  • 资助金额:
    $10.0万
  • 财政年份:
    2021
  • 负责人:
    Elaine Spiller
  • 依托单位:
Collaborative Research: Using Precursor Information to Update Probabilistic Hazard Maps
  • 批准号:
    1821338
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $8.0万
  • 财政年份:
    2018
  • 负责人:
    Elaine Spiller
  • 依托单位:
Collaborative Research: Advancing Statistical Surrogates for Linking Multiple Computer Models with Disparate Data for Quantifying Uncertain Hazards
  • 批准号:
    1622467
  • 项目类别:
    Standard Grant
  • 资助金额:
    $10.0万
  • 财政年份:
    2016
  • 负责人:
    Elaine Spiller
  • 依托单位:
Collaborative Research: Statistical and Computational Models and Methods for Extracting Knowledge from Massive Disparate Data for Quantifying Uncertain Hazards
  • 批准号:
    1228265
  • 项目类别:
    Standard Grant
  • 资助金额:
    $7.36万
  • 财政年份:
    2012
  • 负责人:
    Elaine Spiller
  • 依托单位:
海外基金