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付

付松 (Song Fu)

Harbin Institute of Technology

14H-index
53Paper Count
1.0KCitation Count
Published Papers 31
Publication Date
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Domain knowledge-enhanced spatio-temporal adaptive fusion network for aeroengine remaining useful life prediction
errApplied Soft Computing
IF6.6
err2026-08-09
err0
PREAI
errSong Fu; Zong Wang; Lin Lin; Shisheng Zhong; Yue Wang; Kang Wu; Minghang Zhao; Yifan Lu
errShare
errSave
A novel building energy consumption prediction method based on multivariate time series alignment and dual-branch joint learning
errEnergy
IF9.4
err2026-05-21
err0
PREAI
errYikun Liu; Song Fu; Lin Lin; Sihao Zhang; Shiwei Suo
errShare
errSave
Hierarchical Attention Temporal Model with Degradation Mode-Aware Health Indicator Similarity Matching for Aeroengine Remaining Useful Life Prediction
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-05-01
err0
PREAI
errSong Fu; Yiming Jia; Lin Lin
errShare
errSave
Domain knowledge-enhanced dual-stream graph joint learning network for aeroengine remaining useful life prediction
errReliability Engineering & System Safety
IF11
err2026-02-10
err0
PREAI
errYikun Liu; Song Fu; Lin Lin; Dan Liu; Minghang Zhao; Yifan Lu
errShare
errSave
A novel majority-oriented over-sampling technique and its application in imbalanced anomaly detection of aero-engines
errReliability Engineering & System Safety
IF11
err2026-02-06
err0
PREAI
errDan Liu; Haibo Gao; Lin Lin; Song Fu; Minghang Zhao; Shisheng Zhong
errShare
errSave
Dinic’s assembly parts matching optimization based on CACGAN gyroscope performance prediction
errThe Journal of Supercomputing
IF0
err2025-09-19
err0
PREAI
errWuyang Fan; Song Fu; Shisheng Zhong
errShare
errSave
GIRMSF-global information reconstruction and multi-scale feature sharpening framework for knowledge graph embedding
errExpert Systems with Applications
IF7.5
err2025-07-18
err0
PREAI
errLin Lin; Shiwei Suo; Song Fu; Lizheng Zu; Sihao Zhang; Yikun Liu
errShare
errSave
Thermodynamic simulation-assisted random forest: Towards explainable fault diagnosis of combustion chamber components of marine diesel engines
errMEASUREMENT
IF5.6
err2025-06-30
err0
PREAI
errLuo, Congcong; Zhao, Minghang; Fu, Xuyun; Zhong, Shisheng; Fu, Song; Zhang, Kai; Yu, Xiaoxia
errShare
errSave
Continual contrastive reinforcement learning: Towards stronger agent for environment-aware fault diagnosis of aero-engines through long-term optimization under highly imbalance scenarios
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errWu, HZ; Zhong, SS; Zhao, MH; Fu, XY; Zhang, YJ; Fu, S
errShare
errSave
Prototype matching-based meta-learning model for few-shot fault diagnosis of mechanical system
errNEUROCOMPUTING
IF6.5
err2025-02-01
err1
PREAI
errLin, Lin; Zhang, Sihao; Fu, Song; Liu, Yikun; Suo, Shiwei; Hu, Guolei
errShare
errSave
BMSFormer: An efficient deep learning model for online state-of-health estimation of lithium-ion batteries under high-frequency early SOC data with strong correlated single health indicator
errENERGY
IF9.4
err2024-12-01
err0
PREAI
errLi, Xiaopeng; Zhao, Minghang; Zhong, Shisheng; Li, Junfu; Fu, Song; Yan, Zhiqi
errShare
errSave
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks
errenterprise information systems
IF3.4
err2024-12-01
err0
PREAI
errZu, Lizheng; Lin, Lin; Fu, Song; Liu, Jie; Suo, Shiwei; He, Wenhui; Wu, Jinlei; Lv, Yancheng
errShare
errSave
Multiscale dynamically parallel shrinkage network for fault diagnosis of aviation hydraulic pump and its generalizable applications
errISA TRANSACTIONS
IF6.5
err2024-11-01
err1
PREAI
errFu, Song; Lin, Lin; Wang, Yue; Zhao, Minghang; Guo, Feng; Zhong, Baihong; Zhong, Shisheng
errShare
errSave
DCSIAN: A novel deep cross-scale interactive attention network for fault diagnosis of aviation hydraulic pumps and generalizable applications
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-09-01
err2
PREAI
errFu, Song; Zou, Limin; Wang, Yue; Lin, Lin; Lu, Yifan; Zhao, Minghang; Guo, Feng; Zhong, Shisheng
errShare
errSave
DCSN: Focusing on hard samples mining in small-sample fault diagnosis of marine engine
errMEASUREMENT
IF5.6
err2024-08-01
err2
PREAI
errZhong, Baihong; Zhao, Minghang; Wang, Lin; Fu, Song; Zhong, Shisheng
errShare
errSave
SelectE: Multi-scale adaptive selection network for knowledge graph representation learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-05-01
err0
PREAI
errZu, Lizheng; Lin, Lin; Fu, Song; Guo, Feng; Wu, Jinlei
errShare
errSave
Channel attention & temporal attention based temporal convolutional network: A dual attention framework for remaining useful life prediction of the aircraft engines
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-04-01
err34
PREAI
errLin, Lin; Wu, Jinlei; Fu, Song; Zhang, Sihao; Tong, Changsheng; Zu, Lizheng
errShare
errSave
Improving prediction of N2O emissions during composting using model-agnostic meta-learning
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2024-04-01
err3
PREAI
errShi, Shuai; Bao, Jiaxin; Guo, Zhiheng; Han, Yue; Xu, Yonghui; Egbeagu, Ugochi Uzoamaka; Zhao, Liyan; Jiang, Nana; Sun, Lei; Liu, Xinda; Liu, Wanying; Chang, Nuo; Zhang, Jining; Sun, Yu; Xu, Xiuhong; Fu, Song
errShare
errSave
A double-layer progressive architecture-based surrogate model for efficiency analysis of spiral shaft in shield machine
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-04-01
err2
PREAI
errLv, Yancheng; Lin, Lin; Fu, Song; Guo, Hao; Zu, Lizheng; Suo, Shiwei; Liu, Yikun; Zhang, Sihao
errShare
errSave
SRSCL: A strong-relatedness-sequence-based fine-grained collective entity linking method for heterogeneous information networks
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err3
PREAI
errZu, Lizheng; Lin, Lin; Liu, Jie; Fu, Song; Tong, Changsheng; Guo, Hao
errShare
errSave

Research Directions

航空发动机运行机理分析数据驱动的航空发动机智能健康管理制造业信息化工业知识图谱构建与大数据挖掘
Co-authors
Cooperation Journals
刘
刘杰 (Jie Liu)
H-index: 51 · Papers: 739
L
Liyan Zhao
H-index: 47 · Papers: 228
王越 cover
王越 (Yue Wang)
H-index: 44 · Papers: 791
李
李振 (Zhen Li)
H-index: 39 · Papers: 840
J
Junfu Li
H-index: 37 · Papers: 219
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