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Extracting macroscopic variables and their dynamics in multiscale systems with metastable states

Extracting macroscopic variables and their dynamics in multiscale systems with metastable states
提取具有亚稳态的多尺度系统中的宏观变量及其动态
批准号:
DP120104514
负责人:
Prof Georg Gottwald
金额:
$19.37万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2012
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2012-02-17 至 2016-06-30

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中文摘要
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英文摘要
There are practical barriers to the simulation of complex systems such as molecular systems and the climate system because of the high-dimensionality of the models and the presence of multiscale dynamics. This project will lift these barriers by uncovering the most relevant variables and by creating innovative multiscale simulation algorithms.
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A dynamical systems theory approach to machine learning
  • 批准号:
    DP220100931
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $25.3万
  • 财政年份:
    2022
  • 负责人:
    Prof Georg Gottwald
  • 依托单位:
Mathematical model reduction for complex networks
  • 批准号:
    DP180101991
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $22.85万
  • 财政年份:
    2018
  • 负责人:
    Prof Georg Gottwald
  • 依托单位:
Stochastic methods in mathematical geophysical fluid dynamics
  • 批准号:
    DP1096611
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $0.0万
  • 财政年份:
    2010
  • 负责人:
    Prof Georg Gottwald
  • 依托单位:
Stochastic Methods in Mathematical Geophysical Fluid Dynamics
  • 批准号:
    FT0992214
  • 项目类别:
    ARC Future Fellowships
  • 资助金额:
    $52.72万
  • 财政年份:
    2010
  • 负责人:
    Prof Georg Gottwald
  • 依托单位:
海外基金