Enhanced thermal design of microchannel heat sinks with oak-shaped pin fins using machine learning and evolutionary algorithms

As microprocessors become more compact and powerful, they generate increasingly high heat fluxes that require effective thermal management. Conventional cooling methods often fall short, prompting the need for advanced solutions. This study presents a numerical investigation of fluid flow and conjug...

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Bibliographic Details

Published in:	International communications in heat and mass transfer Vol. 169; p. 109595
Main Authors:	Fazli, Mohammad Javad, Seraj, Mohammad, Ashjaee, Mehdi, Houshfar, Ehsan
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2025
Subjects:	Artificial neural network CFD Conjugated heat transfer Finned heat sink Multi-objective optimization CFD Multi-objective optimization Artificial neural network Finned heat sink Conjugated heat transfer
ISSN:	0735-1933
Online Access:	Get full text
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