分离(统计)
相(物质)
化学
化学工程
色谱法
材料科学
有机化学
计算机科学
工程类
机器学习
作者
Xintao Deng,Yingpeng Zhao,Fuyuan Yang,Yangyang Li,Minggao Ouyang
出处
期刊:Langmuir
[American Chemical Society]
日期:2025-05-21
卷期号:41 (21): 13107-13118
被引量:2
标识
DOI:10.1021/acs.langmuir.5c00720
摘要
The finger-like pore (FP) is one of the most important phenomena in the fabrication of membranes via nonsolvent induced phase separation (NIPS), as the performance of most functional membrane is heavily dependent on the appropriate regulation of the FPs. However, the mechanisms governing the initiation and growth of FPs are still not fully understood, and their regulation often relies on empirical knowledge and practice. This study presents the development of a hydrodynamics-coupled phase-field model that reproduces the process of FP initiation and parallel growth from the dense skin layer. The evolution process of the finger morphology and the impact of various manufacturing parameters are investigated. Optical observations are conducted and compared with simulated morphologies under different parameter conditions, revealing that the simulations mirrored the effects of these parameters, as seen in actual processes.
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