Accurate and robust predictions of pool boiling heat transfer with micro-structured surfaces using probabilistic machine learning models

Author:

Mehdi SadafORCID,Borumand Mohammad,Hwang GisukORCID

Funder

Wichita State University

College of Engineering, University of Arkansas

NSF

National Science Foundation

Publisher

Elsevier BV

Reference71 articles.

1. Pool boiling critical heat flux (CHF)–Part 2: assessment of models and correlations;Liang;Int. J. Heat. Mass Transf.,2018

2. Structural-material-operational performance relationship for pool boiling on enhanced surfaces using deep neural network model;Mehdi;Int. J. Heat. Mass Transf.,2022

3. Bubble dynamics of R-134a/POE and R-123/MO mixture on enhanced surfaces having pores on sub-tunnels;Shah;Int. J. Heat. Mass Transf.,2022

4. Enhanced pool boiling of dielectric and highly wetting liquids–A review on surface engineering;Sajjad;Appl. Therm. Eng.,2021

5. Nucleate pool boiling of R-134a on enhanced horizontal surfaces having pores on sub-tunnels;Mondal;J Enhance Heat Transf,2019

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