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刘

刘大同 (Datong Liu)

Harbin Institute of Technology

38H-index
225Paper Count
5.6KCitation Count
Published Papers 86
Publication Date
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Physics induced interpretable sparse unrolling network for precise terahertz thickness measurement in composites
errAdvanced Engineering Informatics
IF9.9
err2026-08-06
err0
PREAI
errYafei Xu; Peihan Li; Haoli Ma; Datong Liu
errShare
errSave
SIVR-VIF: System-Level Source-End Inertial Measurement Unit and Visual Reconstruction for Visual–Inertial Fusion
errIEEE Systems Journal
IF4.4
err2026-07-29
err0
PREAI
errChuanxiang Wang; Silin Guo; Benkuan Wang; Bo Chen; Ting Yang; Datong Liu
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errSave
Remaining useful life prediction of lithium-ion battery packs using prior cell degradation and limited pack-level data
errEnergy
IF9.4
err2026-07-13
err0
PREAI
errYuhang Du; Datong Liu; Yuchen Song
errShare
errSave
KISNet: Knowledge-enhanced independent subnetworks for robust prediction of flight data
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-07-01
err0
PREAI
errSu, Zhou; Wang, Benkuan; Kang, Shuting; Liu, Datong
errShare
errSave
Physics-constrained continuous reconstruction of shock-dominated transonic airfoil flow fields across multiple resolutions
errAerospace Science and Technology
IF5.8
err2026-06-25
err0
PREAI
errYingqi Wang; Yuchen Song; Wentao Wang; Yusu Zhang; Datong Liu
errShare
errSave
State estimation for low earth orbit satellite constellations using dynamic graph neural networks
errExpert Systems with Applications
IF7.5
err2026-06-01
err0
PREAI
errWang, Pengming; Liu, Liansheng; Song, Yuchen; Guan, Yinghao; Lu, Dan; Liu, Datong
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errSave
Physics informed terahertz multi-label dual adversarial network for intelligent identification of composite overlapping defects under variable testing conditions
errMechanical Systems and Signal Processing
IF8.9
err2026-06-01
err1
PREAI
errXu, Yafei; Li, Peihan; He, Xin; Cui, Yuqing; Peng, Xiyuan; Liu, Datong; Zhang, Liuyang
errShare
errSave
Development and characterization of a novel compensating wheat–Dasypyrum villosum interstitial translocation line Dv6-IT1 carrying the powdery mildew resistance gene PmV
errTheoretical and Applied Genetics
IF4.2
err2026-04-17
err0
PREAI
errRenhui Zhao; Wentao Wan; Man Xu; Tiantian Chen; Ling Wang; Ronglin Wu; Shujiang Zang; Zunjie Wang; Wei Jiang; Datong Liu; Yong Zhang; Xiue Wang; Haiyan Wang; Tongde Bie
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errSave
Spatiotemporal feature construction and enhancement for incipient faults in satellite power system
errAerospace Science and Technology
IF5.8
err2026-04-01
err0
PREAI
errPengming Wang; Liansheng Liu; Yuchen Song; Zhidong Li; Datong Liu
errShare
errSave
Uncertainty-oriented collaborative learning for on-orbit state-of-health estimation of satellite lithium-ion batteries considering multi-operating conditions
errApplied Energy
IF11
err2026-02-02
err0
PREAI
errYuchen Song; Xinyi Zhang; Yuhang Du; Shumei Cui; Datong Liu
errShare
errSave
An adjustment method for improving the performance of time-interleaved analog-to-digital converter
errMeasurement
IF5.6
err2026-01-06
err0
PREAI
errRunze Yu; Alessandro Ferrero; Xiyuan Peng; Datong Liu
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errSave
Physics inspired sparse deconvolution network for dispersion compensation of terahertz wave
errMechanical Systems and Signal Processing
IF8.9
err2025-11-28
err0
PREAI
errPeihan Li; Datong Liu; Xingyu Wang; Yuqing Cui; Liuyang Zhang; Yafei Xu
errShare
errSave
DCR-YOLO: An enhanced anti-UAV detection method based on triple collaborative optimization strategy
errAerospace Science and Technology
IF5.8
err2025-11-24
err0
PREAI
errShaobo Ding; Maowei Zhang; Datong Liu; Jun Liang
errShare
errSave
Stress-informed transfer learning: Accelerated battery life evaluation model across diverse operating conditions and cell mechanisms
errEnergy and AI
IF9.6
err2025-10-05
err0
errOAAI
errGuangyuan Zeng; Yuhang Du; Yuchen Song; Datong Liu; Yu Peng
errShare
errSave
PIAN: A physics-informed assimilation neural network for temporal super-resolution reconstruction of sensor data in satellite attitude control system
errAdvanced Engineering Informatics
IF9.9
err2025-09-03
err0
PREAI
errYingqi Wang; Yuchen Song; Datong Liu
errShare
errSave
Physics induced terahertz time-of-flight compensation method for accurate thickness measurement and full-field imaging of damage in composite
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-05-01
err0
PREAI
errXu, Yafei; He, Xin; Wang, Xingyu; Zhang, Hua; Peng, Xiyuan; Liu, Datong
errShare
errSave
Flight Data-Enabled Refined Anomaly Assessment of Unmanned Aerial Vehicles in Variable Trajectory Scenarios
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errZhou Su; Datong Liu; Na Wang; Benkuan Wang
errShare
errSave
Performance Assessment of APU Based on Degradation Enhancement With On-Wing Sensing Data
errIEEE SENSORS JOURNAL
IF4.5
err2025-01-01
err0
PREAI
errLiu, Xiaolei; Liu, Liansheng; Wang, Lulu; Peng, Xiyuan; Liu, Datong
errShare
errSave
Series-Connected Lithium-Ion Battery Packs’ Self-Adaptive SOH Estimation via Inconsistency Representation Optimization
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errYuhang Du; Yuchen Song; Guangyuan Zeng; Yu Peng; Datong Liu
errShare
errSave
MSFE-AD: Multiscale Feature-Enhanced Early Satellite Sensor Data Anomaly Detection Based on Rare Boundary Samples
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errLin Yang; Xiyuan Peng; Kai Guo; Datong Liu
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errSave

Research Directions

复杂系统状态监测与测试：复杂系统状态感知技术传感及传感数据融合技术仿真建模与模拟技术 数据驱动的工业智能：工业大数据建模数据智能分析与在线计算异常检测和实时预警数字孪生等 无人系统健康管理：无人系统信息物理融合系统故障预测与健康管理（PHM）电子/机电/能源/动力系统状态评估及预测自主电子测量仪器与系统传输与处理，嵌入式控制与FPGA设计硬件加速计算等
Co-authors
Cooperation Journals
仉华 cover
仉华 (Hua Zhang)
H-index: 205 · Papers: 2.7K
M
Michael Pecht
H-index: 104 · Papers: 1.5K
E
Enrico Zio
H-index: 98 · Papers: 1.8K
R
Ruqiang Yan
H-index: 82 · Papers: 575
张勇 cover
张勇 (Yong Zhang)
H-index: 68 · Papers: 700
View more