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Deep learning prediction method for aerodynamic forces on morphing aircraft considering physical monotonicity

Jiachi Zhao Lifang Zeng Aoxue Lin Xueming Shao

Advances in Aerodynamics2025，Vol.7Issue(2)：P.23-38,16.

Advances in Aerodynamics2025，Vol.7Issue(2)：P.23-38,16.DOI:10.1186/s42774-024-00197-x

Deep learning prediction method for aerodynamic forces on morphing aircraft considering physical monotonicity

Jiachi Zhao ¹Lifang Zeng ¹Aoxue Lin ¹Xueming Shao¹

作者信息

1. School of Aeronautics and Astronautics,Zhejiang University,Hangzhou 310027,China
折叠

摘要

关键词

Monotonicity constraints/Morphing aircraft/Unsteady aerodynamic force/Deep learning

分类

数理科学

引用本文复制引用

Jiachi Zhao,Lifang Zeng,Aoxue Lin,Xueming Shao..Deep learning prediction method for aerodynamic forces on morphing aircraft considering physical monotonicity[J].Advances in Aerodynamics,2025,7(2):P.23-38,16.

基金项目

supported by the National Natural Science Foundation of China(Grants No.12202384 and No.U2241274) （Grants No.12202384 and No.U2241274）

the Defense Industrial Technology Development Program(Grants No.JCKY2023205B013 and No.JCKY2021205B003). （Grants No.JCKY2023205B013 and No.JCKY2021205B003）

Advances in Aerodynamics

ISSN：2097-3462

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