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Moving meshes for global atmospheric modelling

Moving meshes for global atmospheric modelling
用于全球大气建模的移动网格
批准号:
NE/M013634/1
负责人:
Colin Cotter
金额:
$12.77万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2015
资助国家:
英国
项目状态:
已结题
起止时间:
2015 至 --

项目摘要

项目成果

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中文摘要
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英文摘要
This project is about using moving meshes - r-adaptivity - to improve the predictive power of atmospheric flow simulations, which are used in the fields of numerical weather prediction and climate modelling.When the atmosphere is simulated on a computer, this is done by dividing the sphere into cells which are arranged in a mesh. There is a conflict between the need for accuracy, which requires smaller (and hence more) cells, and computational efficiency, which increases with the number of cells. A reasonable question to ask is: for a given amount of accuracy, what size of cells do I need? The answer can be provided mathematically, but it depends on what is actually happening in the atmosphere simulation. Much smaller cells are required in the regions of smaller scale features such as atmospheric fronts, cyclones, jets, convective cells etc. It then seems like a waste to choose the same cell size all over the globe even in regions where these features are absent.An attractive idea is to try to stretch, deform and move the mesh around so that smaller cells are used in the regions of small scale features, and larger cells are used elsewhere. This would mean that a better compromise can be made between accuracy and computational efficiency, thus improving predictive power for the same resource. This idea has been used successfully in many engineering applications, and the goal of this project is to transmit this technology to atmosphere simulation, where it can be used by meteorologists and climate scientists to take their science forward.There are, however, a number of challenging aspects. Efficient mesh movement algorithms have not previously been developed for the sphere geometry which is needed for global atmosphere simulations. There is the question of how to detect where the mesh should be moved to. It is also the case that it is very challenging to design stable and accurate numerical algorithms for simulating the atmosphere, and these must be adapted to remain stable and accurate under mesh movement. All of these questions and issues will be addressed in this project.
期刊论文(10)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1016/j.jcp.2022.111542
发表时间: 2022
期刊: Journal of Computational Physics
影响因子: 4.1
作者: [Egan C]
通讯作者: Egan C
Embedded discontinuous Galerkin transport schemes with localised limiters
具有局部限制器的嵌入式不连续伽辽金输运方案
DOI: 10.1016/j.jcp.2016.02.021
发表时间: 2016
期刊: J. Comput. Phys.
影响因子: --
作者: [C.J. Cotter, D. Kuzmin]
通讯作者: D. Kuzmin
Compatible Finite Element Methods for Geophysical Flows - Automation and Implementation Using Firedrake
地球物理流的兼容有限元方法 - 使用 Firedrake 进行自动化和实现
DOI: 10.1007/978-3-030-23957-2
发表时间: 2019
期刊:
影响因子: --
作者: [Gibson T]
通讯作者: Gibson T
DOI: 10.1007/s00211-015-0748-z
发表时间: 2016
期刊: Numerische mathematik
影响因子: 2.1
作者: [Cotter CJ, Kirby RC]
通讯作者: Kirby RC
9
    Parallel-in-time computation for sedimentary landscapes
    • 批准号:
      EP/W015439/1
    • 项目类别:
      Research Grant
    • 资助金额:
      $10.27万
    • 财政年份:
      2022
    • 负责人:
      Colin Cotter
    • 依托单位:
    Next generation particle filters for stochastic partial differential equations
    • 批准号:
      EP/W016125/1
    • 项目类别:
      Research Grant
    • 资助金额:
      $38.83万
    • 财政年份:
      2022
    • 负责人:
      Colin Cotter
    • 依托单位:
    Parallel Paradigms for Numerical Weather Prediction
    • 批准号:
      NE/R008795/1
    • 项目类别:
      Research Grant
    • 资助金额:
      $66.87万
    • 财政年份:
      2018
    • 负责人:
      Colin Cotter
    • 依托单位:
    Improving Prediction of Fronts
    • 批准号:
      NE/K012533/1
    • 项目类别:
      Research Grant
    • 资助金额:
      $38.93万
    • 财政年份:
      2014
    • 负责人:
      Colin Cotter
    • 依托单位:
    海外基金