A general model for flow boiling heat transfer in microfin tubes based on a new neural network architecture

A general model for flow boiling heat transfer in microfin tubes based on a new neural network architecture

A new neural network architecture, namely DimNet, was designed for correlating dimensionless quantities with power-law-like relations. Unlike common neural networks that are usually used as “black-boxes”, DimNet is interpretable as it can be converted to an explicit algebraic piecewise power-law-lik...

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Bibliographic Details
Main Authors: Lingnan Lin, Lei Gao, Mark A. Kedzierski, Yunho Hwang
Format: Article
Language:English
Published: Elsevier 2022-05-01
Series:Energy and AI
Subjects:
Convective boiling
Micro-fin
Two-phase flow
Machine learning
ANN
Dimensionless number
Online Access:http://www.sciencedirect.com/science/article/pii/S266654682200012X

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