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关于微/纳米孔流动行为的研究进展

Jinbo Yu1,2,3, Meng Du1,2,3, Yapu Zhang2,3

  • 1University of Chinese Academy of Sciences, Beijing 100049, China.

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概括
此摘要是机器生成的。

微/纳米孔介质中的流体流是复杂的. 先进的方法揭示了对能源应用至关重要的独特行为,尽管在建模和复制方面存在挑战.

关键词:
人工智能的人工智能是人工智能.局限的流动行为 限制的流动行为实验研究实验研究格子 博尔茨曼方法微型清洗页面分子动力学模拟模拟纳米孔介质是一种纳米孔介质.孔尺度建模 孔尺度建模

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科学领域:

  • 地质科学与能源
  • 材料的物理和化学.

背景情况:

  • 在多孔介质中的流体流动因表面力而在微/纳米尺度上偏离连续理论.
  • 了解这些现象对于非传统的水库回收和能源技术至关重要.

研究的目的:

  • 审查和比较分析微/纳米孔流体流动的实验,理论和数值进步.
  • 识别关键现象,持续的挑战,以及该领域未来的研究方向.

主要方法:

  • 对实验技术的审查 (微/纳米流体设备,高分辨率成像).
  • 分析理论模型和先进的数值模拟 (MD,LBM,混合框架).
  • 整合人工智能 (AI) 用于数据解释和多尺度建模.

主要成果:

  • 直接观察受限流现象 (滑动流,相变,非达西行为).
  • 澄清尺度依赖的流动模式和复杂的流体-固体相互作用.
  • 人工智能加速数据解释,并增强预测建模能力.

结论:

  • 在了解微/纳米孔流量方面取得了重大进展,但在复制水库条件和桥梁尺度方面仍然存在挑战.
  • 需要进一步的研究,以充分描述多相动态,并改进多尺度建模.
  • 该审查巩固了当前的知识,并突出了未来研究的关键差距.