Interfacial behavior prediction and regulation on inclined superhydrophobic surfaces with transfer learning-assisted method

Interfacial behavior prediction and regulation on inclined superhydrophobic surfaces with transfer learning-assisted method

Accurately predicting droplet impact behavior on inclined superhydrophobic surfaces (SHSs) has been a significant challenge in achieving effective interfacial regulation application. To address the precision and efficiency for interfacial behavior prediction, this study proposes a transfer learning-...

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Bibliographic Details
Main Authors: Yibin Liu, Konghua Yang, Yuchao Luo, Jiawei Xiong, Yunhong Liang, Zhihui Zhang, Chunbao Liu
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Materials & Design
Subjects:
Superhydrophobic
Machine learning
Interfacial behavior prediction
Self-cleaning
Droplet-based electrical generator
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127525005362
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