Dynamic robust fusion neural network assisted multi-objective optimization framework for scramjet inlet design

•Developed a dynamic robust fusion neural network (DRFN) for high-speed inlet design.•Achieved high-efficiency optimization with improved aerodynamic performance.•Validated DRFN shows higher accuracy and robustness than conventional surrogate models.•Advanced AI-driven framework improves aerospace e...

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Bibliographic Details

Published in:	Aerospace science and technology Vol. 167; p. 110691
Main Authors:	Ren, Hu, Ma, Yue, Tong, Shuhong, Tian, Ye
Format:	Journal Article
Language:	English
Published:	Elsevier Masson SAS 01.12.2025
Subjects:	Inlet design Multi-objective optimization Neural network Scramjet Transfer learning Inlet design Multi-objective optimization Neural network Transfer learning Scramjet
ISSN:	1270-9638
Online Access:	Get full text
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