利用机器学习预测玻璃毛细管装置中的微流体液滴直径

IF 1.9 4区 化学 Q4 CHEMISTRY, PHYSICAL
Serena J. Holte, Dheeraj Sapkota, Laura L. A. Adams
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引用次数: 0

摘要

利用从玻璃毛细管微流体装置中产生的单个乳液直径的实际实验数据,我们报告了在滴注和喷射两种情况下使用...................
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicting microfluidic droplet diameters in glass capillary devices using machine learning
Using actual experimental data of single emulsion diameters generated from glass capillary microfluidic devices, we report predictions for droplet diameters in both dripping and jetting regimes usi...
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来源期刊
CiteScore
5.00
自引率
4.50%
发文量
140
审稿时长
1.1 months
期刊介绍: Journal of Dispersion Science and Technology is an international journal covering fundamental and applied aspects of dispersions, emulsions, vesicles, microemulsions, liquid crystals, particle suspensions and sol-gel processes. Fundamental areas that are covered include new surfactants, polymers and indigenous stabilizers; surfactant and polymer association as well as phase equilibria in systems water and oil; surfactant and polymer films, monolayers and interfacial films; adsorption and desorption onto solid surfaces; stability and destabilization of dispersions, emulsions and particle suspensions; collodal templates and sol-gel processing. Industrial applications cover chemicals, crude oils, food, pharmaceuticals, agriculture, nanotechnology, and soft condensed materials.
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