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Inductive transfer-learning of high-fidelity aerodynamics from inviscid panel methods

Benjamin Y.J.Wong Boo Cheong Khoo

Advances in Aerodynamics2025，Vol.7Issue(1)：P.19-50,32.

Advances in Aerodynamics2025，Vol.7Issue(1)：P.19-50,32.DOI:10.1186/s42774-024-00186-0

Inductive transfer-learning of high-fidelity aerodynamics from inviscid panel methods

Benjamin Y.J.Wong ¹Boo Cheong Khoo¹

作者信息

1. Department of Mechanical Engineering,National University of Singapore,Singapore 117575,Republicof Singapore
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摘要

关键词

Reynolds-averaged Navier-Stokes/Potential flow theory/Transfer-learning/Neural network/Machine-learning/Surrogate modelling/Multi-fidelity/Aerodynamics

分类

航空航天

引用本文复制引用

Benjamin Y.J.Wong,Boo Cheong Khoo..Inductive transfer-learning of high-fidelity aerodynamics from inviscid panel methods[J].Advances in Aerodynamics,2025,7(1):P.19-50,32.

基金项目

conducted during Benjamin YJ''s graduate studies at the Department of Mechanical Engineering,National University of Singapore underthe support of the NUS-DSO Graduate Programme. （）

Advances in Aerodynamics

ISSN：2097-3462

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