Physics-informed adaptive-grid Kolmogorov-Arnold networks for predicting thermal-fluid coupling of silicon melt during Czochralski crystal growth

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Authors: Fan Liu, Jiayi Ti, Ning Li, Ding Liu
Cited by: 1
References: 25

Fields of Study & Subjects

Solidification and crystal growth phenomena Model Reduction and Neural Networks Machine Learning in Materials Science

Publication details

Journal / source
International Communications in Heat and Mass Transfer
Publisher
Elsevier BV
Volume
179
Pages
112298–112298
Publication date
14 August 2026
Language
EN