BPNN and CNN-based AI modeling of spreading and icing pattern of a water droplet impact on a supercooled surface

A water droplet impacting on a supercooled surface normally experiencing spreading and freezing is a complex process involving fluid flow, heat transfer, and phase change. We established two models to, respectively, predict the spreading dynamics of a water droplet impact on a supercooled surface an...

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Bibliographic Details
Main Authors: Song Yang, Yu Hou, Yuheng Shang, Xin Zhong
Format: Article
Language:English
Published: AIP Publishing LLC 2022-04-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0082568