Automated bubble analysis of high-speed subcooled flow boiling images using U-net transfer learning and global optical flow
Author:
Publisher
Elsevier BV
Subject
Fluid Flow and Transfer Processes,General Physics and Astronomy,Mechanical Engineering
Reference56 articles.
1. Bubble dynamics at boiling incipience in subcooled upward flow boiling;Ahmadi;Int. J. Heat Mass Transf.,2012
2. SegNet: a deep convolutional encoder-decoder architecture for image segmentation;Badrinarayanan;IEEE Trans. Pattern Anal. Mach. Intell.,2017
3. Boiling crisis at the stability limit to wall heat partitioning;Baglietto;Appl. Phys. Lett.,2019
4. A study of bubble ebullition in forced-convective subcooled nucleate boiling at low pressure;Bibeau;Int. J. Heat Mass Transf.,1994
5. High accuracy optical flow estimation based on a theory for warping;Brox,2004
Cited by 18 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Image-based quantification of pool boiling heat flux on varied heating surfaces: Enhancing prediction performance with automated machine learning;Applied Thermal Engineering;2024-11
2. Transfer of Periodic Phenomena in Multiphase Capillary Flows to a Quasi-Stationary Observation Using U-Net;Computers;2024-09-13
3. Investigating bubble dynamics on silicon carbide surfaces during flow boiling;Case Studies in Thermal Engineering;2024-08
4. Data-driven diagnostics of boiling heat transfer on flat heaters from non-intrusive visualization;Applied Thermal Engineering;2024-07
5. BubbleID: A deep learning framework for bubble interface dynamics analysis;Journal of Applied Physics;2024-07-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3