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Collaborative Research: 4D Visualization and Modeling of Two-Phase Flow and Deformation in Porous Media beyond the Realm of Creeping Flow

Collaborative Research: 4D Visualization and Modeling of Two-Phase Flow and Deformation in Porous Media beyond the Realm of Creeping Flow
合作研究:蠕动流领域之外的多孔介质中两相流和变形的 4D 可视化和建模
批准号:
2000968
负责人:
Muhammad Sahimi
金额:
$26.65万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-04-01 至 2025-03-31

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中文摘要
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英文摘要
Porous media (e.g., sponge, paper, fabrics, rock, and soil) are materials with pores distributed in a solid matrix. When pores are connected, fluids can flow through them. Understanding and predicting fluid flow in porous media is important as it occurs in a wide range of applications, from contamination of groundwater and soil to printing on paper and fabrics. By understanding flow pathways, we can make accurate predictions of the fluid flow, which in turn, will help us design and control related processes. However, predicting fluid flow in porous media is still a long-standing problem. While observing fluid flow in simple two-dimensional porous media can be straightforward, the same is not true in more realistic three-dimensional cases. This proposal aims to carry out an integrated computational and experimental study to provide a more accurate description of flow pathways and realistic fluid flow and the resultant deformations in such materials. Although non-destructive 3D imaging has provided much information about fluid distribution in porous materials, fast and cost-effective 4D pore-scale visualization (i.e., over a period of time) is still very difficult, costly and time-consuming. Furthermore, although visualization of multiphase flow in porous media has been extensively studied in 2D models, there have been very few of such studies in 4D (or even 3D). One goal of this proposal is to develop a 4D method for visualization of two-phase flow in transparent porous media and the deformation that it induces in the media beyond the realm of creeping flow, i.e. when the flow is very slow. This goal will be achieved by collecting 2D images from various angles, which will then be used with a computational algorithm to build a highly detailed 4D image of the multiphase flow. Detailed computations will be carried out in which the two-phase fluid flow and the resulting deformation will be simulated in the same porous media beyond creeping flow. The investigators will also study and identify the critical Reynolds number (Re) at which the transition from the Darcy regime to Forchheimer and eventually turbulent flows occurs. The effect of wettability on the deformation of porous media during two-phase flow will also be investigated. Distinct deformation modes of a porous medium will also be examined under a wide range of Reynolds number and wettability conditions.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.
期刊论文(7)
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会议论文
Data-driven discovery of the governing equations for transport in heterogeneous media by symbolic regression and stochastic optimization
通过符号回归和随机优化,以数据驱动的方式发现异质介质中传输的控制方程
DOI: 10.1103/physreve.107.l013301
发表时间: 2023
期刊: Physical Review E
影响因子: 2.4
作者: [Im, Jinwoo, de Barros, Felipe P., Masri, Sami, Sahimi, Muhammad, Ziff, Robert M.]
通讯作者: Ziff, Robert M.
Estimating Dispersion Coefficient in Flow Through Heterogeneous Porous Media by a Deep Convolutional Neural Network
通过深度卷积神经网络估计非均质多孔介质流动的色散系数
DOI: 10.1029/2021gl094443
发表时间: 2021
期刊: Geophysical Research Letters
影响因子: 5.2
作者: [Kamrava, Serveh, Im, Jinwoo, Barros, Felipe P., Sahimi, Muhammad]
通讯作者: Sahimi, Muhammad
Percolation and conductivity in evolving disordered media
不断演化的无序介质中的渗流和电导率
DOI: 10.1103/physreve.108.024132
发表时间: 2023
期刊: Physical Review E
影响因子: 2.4
作者: [Berg, Carl Fredrik, Sahimi, Muhammad]
通讯作者: Sahimi, Muhammad
Universal Frequency-Dependent Permeability of Heterogeneous Porous Media: Effective–Medium Approximation and Critical-Path Analysis
非均质多孔介质的通用频率相关渗透率:有效介质近似和关键路径分析
DOI: 10.1007/s11242-022-01839-8
发表时间: 2022
期刊: Transport in Porous Media
影响因子: 2.7
作者: [Sahimi, Muhammad]
通讯作者: Sahimi, Muhammad
6
    Collaborative Research: Investigation of Mass and Energy Transfer Mechanisms in Stimuli-Responsive Smart Sorbents for Direct Air Capture
    • 批准号:
      2230593
    • 项目类别:
      Standard Grant
    • 资助金额:
      $30.0万
    • 财政年份:
      2023
    • 负责人:
      Muhammad Sahimi
    • 依托单位:
    Novel SiC Nanoporous Materials for Separation Applications
    • 批准号:
      0553349
    • 项目类别:
      Standard Grant
    • 资助金额:
      $25.0万
    • 财政年份:
      2006
    • 负责人:
      Muhammad Sahimi
    • 依托单位:
    GOALI: Fundamental Studies of Transport of Mixtures in Microporous Membranes under Supercritical Conditions
    • 批准号:
      9907481
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $32.04万
    • 财政年份:
      2000
    • 负责人:
      Muhammad Sahimi
    • 依托单位:
    Dynamic Monte Carlo and Molecular Dynamics Simulations of Transport Catalytic Materials
    • 批准号:
      9122529
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $8.9万
    • 财政年份:
      1992
    • 负责人:
      Muhammad Sahimi
    • 依托单位:
    国内基金
    海外基金
    Research on Quantum Field Theory without a Lagrangian Description
    • 批准号:
      24ZR1403900
    • 项目类别:
      省市级项目
    • 资助金额:
      --
    • 批准年份:
      2024
    • 负责人:
      SATOSHI NAWATA
    • 依托单位:
    Cell Research
    Cell Research
    Cell Research (细胞研究)