CMG Collaborative Research: A New Modeling Framework for Nonhydrostatic Simulations of Small-Scale Oceanic Processes

CMG 协作研究:小规模海洋过程非静水力模拟的新建模框架

基本信息

项目摘要

ABSTRACTOCE-0620464Observations in the open ocean indicate that the vertical structure consists of layers of water masses with very little mixing across the layer interfaces. To close the global thermohaline circulation, which is important for climate prediction, there must also be small-scale oceanic processes which exhibit much higher levels of vertical mixing than that observed in the open ocean. However, capturing such vertical mixing is challenging for the current ocean general circulation models, which rely on mathematical models and numerical resolutions which are unable to resolve these processes. For a more realistic representation of ocean physics in such models, thorough numerical investigations of small-scale oceanic processes are urgently needed. The current numerical approaches, however, have a prohibitive computational cost for this geophysical setting.Development of a new modeling framework based on modern multiscale turbulence modeling approaches and highly numerical models is proposed in order to explore small-scale oceanic processes. New mathematically and physically guided methodologies will be developed to handle characteristics prominent in stratified flows. They will employ this framework for original investigations of two oceanic cases: (1) the Red Sea overflow, and (2) coastal flow near the Portofino Cape, in which stratified mixing processes are a critical component of the dynamics. This modeling framework will form the missing link between small-scale oceanic observations and the coastal and ocean general circulation models. Results from the proposed work will have implications for both global and coastal transport problems. Novel mathematical solutions for the two-way coupling among different domains and accurate boundary conditions will be developed. All are challenging research topics in terms of mathematics, physics and numerical modeling. This blend of topics and expertise of the scientists involved will contribute to interdisciplinary training of students.
在开阔海洋中的观测表明,垂直结构由水团层组成,层间界面几乎没有混合。为了封闭对气候预测很重要的全球温盐环流,还必须有小规模的海洋过程,这些过程表现出比在开阔洋观察到的高得多的垂直混合水平。然而,捕捉这种垂直混合是具有挑战性的,目前的海洋环流模式,依赖于数学模型和数值分辨率,无法解决这些过程。为了在这种模式中更真实地表示海洋物理学,迫切需要对小尺度海洋过程进行彻底的数值研究。然而,目前的数值方法,有一个令人望而却步的计算成本为这个地球物理setting.Development现代多尺度湍流模拟方法和高度数值模式的基础上,提出了一个新的建模框架,以探索小尺度海洋过程。新的数学和物理指导的方法将被开发来处理分层流中突出的特性。 他们将使用这个框架进行两个海洋案例的原始调查:(1)红海溢流,(2)波托菲诺角附近的海岸流,其中分层混合过程是动力学的关键组成部分。这一建模框架将构成小规模海洋观测与沿海和海洋环流模型之间缺失的环节。拟议工作的结果将对全球和沿海运输问题产生影响。 新的数学解决方案之间的双向耦合不同的域和精确的边界条件将开发。所有这些都是数学、物理和数值建模方面具有挑战性的研究课题。这种主题和所涉科学家的专业知识的融合将有助于学生的跨学科培训。

项目成果

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Traian Iliescu其他文献

Residual-based data-driven variational multiscale reduced order models for parameter-dependent problems
  • DOI:
    10.1007/s40314-025-03273-0
  • 发表时间:
    2025-06-04
  • 期刊:
  • 影响因子:
    2.500
  • 作者:
    Birgul Koc;Samuele Rubino;Tomás Chacón Rebollo;Traian Iliescu
  • 通讯作者:
    Traian Iliescu
Variational multiscale evolve and filter strategies for convection-dominated flows
用于对流主导流动的变分多尺度演化与滤波策略

Traian Iliescu的其他文献

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{{ truncateString('Traian Iliescu', 18)}}的其他基金

Collaborative Research: Data-Driven Variational Multiscale Reduced Order Models for Biomedical and Engineering Applications
协作研究:用于生物医学和工程应用的数据驱动的变分多尺度降阶模型
  • 批准号:
    2012253
  • 财政年份:
    2020
  • 资助金额:
    $ 14.79万
  • 项目类别:
    Standard Grant
Data-Driven Computation of Lagrangian Transport Structure in Realistic Flows
现实流动中拉格朗日输运结构的数据驱动计算
  • 批准号:
    1821145
  • 财政年份:
    2018
  • 资助金额:
    $ 14.79万
  • 项目类别:
    Continuing Grant
Collaborative Research: Reduced Order Modeling of Realistic Noisy Flows
协作研究:现实噪声流的降阶建模
  • 批准号:
    1522656
  • 财政年份:
    2015
  • 资助金额:
    $ 14.79万
  • 项目类别:
    Standard Grant
CMG Collaborative Research: Ocean Modeling by Bridging Primitive and Boussinesq Equations
CMG 合作研究:通过连接原始方程和 Boussinesq 方程进行海洋建模
  • 批准号:
    1025314
  • 财政年份:
    2010
  • 资助金额:
    $ 14.79万
  • 项目类别:
    Continuing Grant
Scientific Computing Research Environment for the Mathematical Sciences (SCREMS)
数学科学科学计算研究环境 (SCREMS)
  • 批准号:
    0322852
  • 财政年份:
    2003
  • 资助金额:
    $ 14.79万
  • 项目类别:
    Standard Grant
Collaborative Research: Three-Dimensional Numerical Investigation of Density Currents
合作研究:密度流的三维数值研究
  • 批准号:
    0209309
  • 财政年份:
    2002
  • 资助金额:
    $ 14.79万
  • 项目类别:
    Standard Grant

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