Bubble velocimetry using the conventional and CNN-based optical flow algorithms

Abstract In the present study, we introduce new bubble velocimetry methods based on the optical flow, which were validated (compared) with the conventional particle tracking velocimetry (PTV) for various gas–liquid two-phase flows. For the optical flow algorithms, the convolutional neural network (C...

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Bibliographic Details
Main Authors: Daehyun Choi, Hyunseok Kim, Hyungmin Park
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-16145-y