马兰戈尼驱动的滴滴在可混合的薄液层上传播
Feifei Jia1, Xiaoyun Peng1, Jinyang Wang1
1State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China.
Journal of colloid and interface science
|December 22, 2023
概括
滴滴在可混合的液体层上传播,显示了三阶段的功率定律膜半径增加. 这种由马兰戈尼压力驱动的现象,使用U2-net深度学习方法进行了分析.
科学领域:
- 流体动力学 流体动力学
- 接口现象 接口现象
- 软物质物理学 软物质物理学
背景情况:
- 马兰戈尼驱动的薄膜扩散在不同表面张力的滴滴凝聚中至关重要.
- 混合性流体混合配对与薄膜扩散,不同于不混合性流体动力学.
研究的目的:
- 调查Marangoni驱动的薄膜在可混合液层上传播的水滴.
- 确定支配电影半径增长的时间权力-法律关系.
- 分析流体混合和扩散动态之间的相互作用.
主要方法:
- 在可混合液体层上对低表面张力滴滴的实验研究.
- 利用U2-net深层卷积神经网络进行时膜半径检测.
- 应用缩放分析来解释扩散动态.
主要成果:
- 随着时间的推移,观察到电影半径增长的三阶段权力定律关系.
- 识别了指数变化,从1/2到1/8再回到1/2.
- 通过平衡马兰戈尼和粘性应力,推导并验证了三阶段的电力定律关系.
结论:
- 该研究阐明了可混合流体系统的明显传播动态.
- 在U2-net方法提供精确的时间分析的薄膜传播.
- 理论上的权力与法律关系得出并通过实验验证.
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