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Machine Learning-Based Optimization Algorithm for Distributed Geometric Parameters of Heat Exchangers

Published • Jan 28, 2026
NobleIDNI2P20W47R92S85
Authors:
Xinyu Xiong
,
Zekun Yang
,
N Zhang

Abstract

The design of geometric parameters in heat exchangers exerts a notable influence on their heat transfer capabilities and fluid dynamic behaviors. Conventional optimization approaches usually depend on empirical formulas or numerical simulation methods, which are plagued by excessive computational ex...

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