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J

Jieyang Peng

tsinghua university

11H-index
40Paper Count
510Citation Count
Published Papers 20
Publication Date
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Gumbel Sparse Attention Spatio-Temporal Network: A framework for traffic risk prediction
errAdvanced Engineering Informatics
IF9.9
err2026-01-01
err1
PREAI
errWang, Dongkun; Peng, Jieyang; Wang, Songsheng; Tao, Xiaoming; Duan, Yiping
errShare
errSave
From Heterogeneity to Homogeneity: Protein Deposition and Salt Crystallization in Drying Colloidal Drops
errLANGMUIR
IF3.9
err2026-01-01
err0
PREAI
errLi, Haoliang; Yang, Liqiu; Peng, Jieyang
errShare
errSave
Insights into Knowledge Evolution based on Semantic Representation and Dynamic Visual Analytics
errThe Innovation
IF0
err2025-11-21
err0
errOAAI
errJieyang Peng; Jianing Li; Zhibin Niu; Youzheng Wang; Xiaoming Tao; Jivka Ovtcharova; Jianhua Lu
errShare
errSave
Desiccation patterns of colloidal drops: mechanisms and applications
errCOLLOID AND POLYMER SCIENCE
IF2.3
err2025-10-01
err0
PREAI
errLi, Haoliang; Yang, Liqui; Peng, Jieyang
errShare
errSave
A novel contrastive learning framework for multi-parameter optimization in 3D printing
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-17
err0
PREAI
errJieyang Peng; Simon Kreuzwieser; Dongkun Wang; Andreas Kimmig; Zhi Fan; Jianing Li; Jivka Ovtcharova
errShare
errSave
Interpretable spatiotemporal urban energy forecasting
errEnergy
IF9.4
err2025-07-24
err0
errOAAI
errSiyuan Jia; Xiufeng Liu; Letian Zhao; Chaofan Wang; Jieyang Peng; Xiang Li; Zhibin Niu
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errSave
3D modeling from a single image via a novel dual-decoder framework for Agile design
errCOMPUTERS IN INDUSTRY
IF9.1
err2025-05-09
err0
PREAI
errPeng, Jieyang; Kimmig, Andreas; Kreuzwieser, Simon; Niu, Zhibin; Tao, Xiaoming; Ovtcharova, Jivka
errShare
errSave
Meta-learning enhanced adaptive robot control strategy for automated PCB assembly
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2025-02-01
err0
PREAI
errPeng, Jieyang; Wang, Dongkun; Zhao, Junkai; Teng, Yunfei; Kimmig, Andreas; Tao, Xiaoming; Ovtcharova, Jivka
errShare
errSave
Energy consumption forecasting based on spatio-temporal behavioral analysis for demand-side management
errAPPLIED ENERGY
IF11
err2024-11-01
err0
PREAI
errPeng, Jieyang; Kimmig, Andreas; Wang, Dongkun; Niu, Zhibin; Liu, Xiufeng; Tao, Xiaoming; Ovtcharova, Jivka
errShare
errSave
Carbon footprint tracing and pattern recognition framework based on visual analytics
errSUSTAINABLE PRODUCTION AND CONSUMPTION
IF9.6
err2024-10-01
err0
PREAI
errPeng, Jieyang; Kimmig, Andreas; Wang, Dongkun; Niu, Zhibin; Liu, Xiufeng; Tao, Xiaoming; Ovtcharova, Jivka
errShare
errSave
Boosting urban prediction tasks with domain-sharing knowledge via meta-learning
errINFORMATION FUSION
IF15.5
err2024-07-01
err3
PREAI
errWang, Dongkun; Peng, Jieyang; Tao, Xiaoming; Duan, Yiping
errShare
errSave
Data Component: An Innovative Framework for Information Value Metrics in the Digital Economy
errCHINA COMMUNICATIONS
IF3.1
err2024-05-01
err0
PREAI
errXiaoming, Tao; Yu, Wang; Jieyang, Peng; Yuelin, Zhao; Yue, Wang; Youzheng, Wang; Chengsheng, Hu; Zhipeng, Lu
errShare
errSave
Demand-side energy management reimagined: A comprehensive literature analysis leveraging large language models
errENERGY
IF9.4
err2024-03-01
err3
PREAI
errMeng, Fanyue; Lu, Zhaoyuan; Li, Xiang; Han, Wei; Peng, Jieyang; Liu, Xiufeng; Niu, Zhibin
errShare
errSave
Intention recognition-based human-machine interaction for mixed flow assembly
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2024-02-01
err7
PREAI
errPeng, Jieyang; Kimmig, Andreas; Wang, Dongkun; Niu, Zhibin; Tao, Xiaoming; Ovtcharova, Jivka
errShare
errSave
Deep-learning-based object classification of tactile robot hand for smart factory
errAPPLIED INTELLIGENCE
IF3.5
err2023-06-27
err9
PREAI
errWang, Dongkun; Teng, Yunfei; Peng, Jieyang; Zhao, Junkai; Wang, Pengyang
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errSave
A systematic review of data-driven approaches to fault diagnosis and early warning
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2022-09-15
err74
PREAI
errPeng Jieyang; Kimmig, Andreas; Wang Dongkun; Niu, Zhibin; Zhi, Fan; Wang Jiahai; Liu, Xiufeng; Ovtcharova, Jivka
errShare
errSave
Wind turbine failure prediction and health assessment based on adaptive maximum mean discrepancy
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2022-01-01
err30
errOAAI
errPeng, Jieyang; Kimmig, Andreas; Niu, Zhibin; Wang, Jiahai; Liu, Xiufeng; Wang, Dongkun; Ovtcharova, Jivka
errShare
errSave
Dual-stage attention-based long-short-term memory neural networks for energy demand prediction
errENERGY AND BUILDINGS
IF7.1
err2021-10-01
err22
errOAAI
errPeng, Jieyang; Kimmig, Andreas; Wang, Jiahai; Liu, Xiufeng; Niu, Zhibin; Ovtcharova, Jivka
errShare
errSave
A flexible potential-flow model based high resolution spatiotemporal energy demand forecasting framework
errAPPLIED ENERGY
IF11
err2021-10-01
err10
errOAAI
errPeng, Jieyang; Kimmig, Andreas; Niu, Zhibin; Wang, Jiahai; Liu, Xiufeng; Ovtcharova, Jivka
errShare
errSave
Influences of nanoscale particles and interparticle compression in electrodes on voltage hysteresis of lithium ion batteries
errACTA PHYSICA SINICA
IF0.8
err2019-01-01
err4
errOAAI
errPeng Jie-Yang; Wang Jia-Hai; Shen Bin; Li Hao-Liang; Sun Hao-Ming
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
陶
陶肖明 (Xiaoming Tao)
H-index: 88 · Papers: 781
王喻 cover
王喻 (Yu Wang)
H-index: 66 · Papers: 991
X
Xiufeng Liu
H-index: 37 · Papers: 333
H
Haoliang Li
H-index: 37 · Papers: 316
P
Pengyang Wang
H-index: 36 · Papers: 183
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