Automated Segmentation and Analysis of High-Speed Video Phase-Detection Data for Boiling Heat Transfer Characterization Using U-Net Convolutional Neural Networks and Uncertainty Quantification

Boiling heat transfer is a complex phenomenon used for cooling and heat management purposes in various industrial applications, such as nuclear reactors. Accurate characterization and understanding of boiling dynamics are essential for the design and optimization of heat transfer systems. High-speed...

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Bibliographic Details
Main Author: Maduabuchi, Chika
Other Authors: Bucci, Matteo
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/155645
https://orcid.org/0000-0001-9947-5855