Prediction of aero engine remaining service life using a bidirectional GRU model with self attention mechanism

W Wei Fu H Haixin Wang (State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Beijing Key Laboratory of Carbohydrate Intelligent Manufacture and Functional Applications) X Xiaohui Sun Z Zongxian Song S Shuqing Xu (Institute of Organismic and Molecular Evolution, Johannes Gutenberg University Mainz) M Miaojia Xu L Lijuan Liu N N. A. Razak

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 19, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (8)

W

Wei Fu

H

Haixin Wang

State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Beijing Key Laboratory of Carbohydrate Intelligent Manufacture and Functional Applications

X

Xiaohui Sun

Z

Zongxian Song

S

Shuqing Xu

Institute of Organismic and Molecular Evolution, Johannes Gutenberg University Mainz

M

Miaojia Xu

L

Lijuan Liu

N

N. A. Razak