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宋

宋明明 (Mingming Song)

tongji university

18H-index
66Paper Count
959Citation Count
Published Papers 27
Publication Date
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Physics-encoded interpretable self-supervised learning for structural damage identification
errEngineering Structures
IF6.4
err2025-08-05
err0
PREAI
errJiaxin Liu; Yixian Li; Limin Sun; Lanxin Luo; Mingming Song
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Joint load-parameter-response identification using a physics-encoded neural network
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-05-01
err0
PREAI
errLuo, Lanxin; Sun, Limin; Song, Mingming; Liu, Jiaxin; Li, Yixian; Xia, Yong
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Bridge Girder-End Displacement Reconstruction Using a Novel Hybrid Attention Mechanism Leveraging Multisource Information
errSTRUCTURAL CONTROL & HEALTH MONITORING
IF5.1
err2025-04-11
err0
errOAAI
errQu, Guang; Song, Mingming; Xia, Ye; Sun, Limin
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errSave
An innovative drive-through approach for structural testing and experimental insights from two cable stayed bridges
errDevelopments in the Built Environment
IF8.2
err2025-04-01
err0
errOAAI
errSeyedmilad Komarizadehasl; Zhouhui Shen; Ye Xia; Mingming Song; Jose Turmo
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errSave
A structural 3D displacement measurement method using monocular camera based on multiple feature points tracking
errMEASUREMENT
IF5.6
err2025-02-01
err0
PREAI
errLuo, Woqin; Gong, Fengzong; Song, Mingming; Xia, Ye
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Hierarchical Bayesian quantification of aerodynamic effects on an offshore wind turbine under varying environmental and operational conditions
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-02-01
err0
PREAI
errSong, Mingming; Moaveni, Babak; Hines, Eric
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errSave
Bridge deformation quantiles prediction with MVO-CNN-BiLSTM based on mixed attention mechanism and periodic multi-source information fusion (09 Dec, 10.1007/s13349-024-00894-7, 2024)
errJOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF4.3
err2025-01-07
err0
PREAI
errQu, Guang; Song, Mingming; Sun, Limin
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errSave
Bridge deformation quantiles prediction with MVO-CNN-BiLSTM based on mixed attention mechanism and periodic multi-source information fusion
errJOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF4.3
err2024-12-09
err1
PREAI
errQu, Guang; Song, Mingming; Sun, Limin
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errSave
Time-convolutional network with joint time-frequency domain loss based on arithmetic optimization algorithm for dynamic response reconstruction
errENGINEERING STRUCTURES
IF6.4
err2024-12-01
err3
PREAI
errQu, Guang; Song, Mingming; Xin, Gongfeng; Shang, Zhiqiang; Sun, Limin
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errSave
Real-Time Bridge Deflection Prediction Based on a Novel Bayesian Dynamic Difference Model and Nonstationary Data
errJOURNAL OF BRIDGE ENGINEERING
IF3.5
err2024-09-01
err3
PREAI
errQu, Guang; Song, Mingming; Sun, Limin
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errSave
Bayesian dynamic noise model for online bridge deflection prediction considering stochastic modeling error
errJOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF4.3
err2024-08-18
err3
PREAI
errQu, Guang; Song, Mingming; Sun, Limin
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errSave
A hierarchical Bayesian model updating method for bridge structures by fusing multi-source information
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-06-13
err0
PREAI
errLuo, Lanxin; Song, Mingming; Li, Yixian; Sun, Limin
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errSave
Hierarchical Bayesian finite element model updating: Optimal weighting of modal residuals with application to FINO3 offshore platform
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-04-01
err2
PREAI
errTeymouri, Daniz; Sedehi, Omid; Song, Mingming; Moaveni, Babak; Papadimitriou, Costas; Katafygiotis, Lambros S.
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Hierarchical Bayesian model updating of a long-span arch bridge considering temperature and traffic loads
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-03-01
err4
PREAI
errLuo, Lanxin; Song, Mingming; Zhong, Huaqiang; He, Tiantao; Sun, Limin
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errSave
One year monitoring of an offshore wind turbine: Variability of modal parameters to ambient and operational conditions
errENGINEERING STRUCTURES
IF6.4
err2023-12-01
err19
PREAI
errSong, Mingming; Mehr, Nasim Partovi; Moaveni, Babak; Hines, Eric; Ebrahimian, Hamed; Bajric, Anela
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errSave
Joint parameter-input estimation for digital twinning of the Block Island wind turbine using output-only measurements
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-09-01
err16
errOAAI
errSong, Mingming; Moaveni, Babak; Ebrahimian, Hamed; Hines, Eric; Bajric, Anela
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errSave
Structural instrumentation and monitoring of the Block Island Offshore Wind Farm
errRENEWABLE ENERGY
IF9.1
err2023-01-01
err16
errOAAI
errHines, Eric M.; Baxter, Christopher D. P.; Ciochetto, David; Song, Mingming; Sparrevik, Per; Meland, Henrik J.; Strout, James M.; Bradshaw, Aaron; Hu, Sau-Lon; Basurto, Jorge R.; Moaveni, Babak
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errSave
Joint parameter-input estimation for virtual sensing on an offshore platform using output-only measurements
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-05-01
err17
errOAAI
errSong, Mingming; Christensen, Silas; Moaveni, Babak; Brandt, Anders; Hines, Eric
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errSave
Optimal sensor placement for parameter estimation and virtual sensing of strains on an offshore wind turbine considering sensor installation cost
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-04-01
err23
errOAAI
errMehrjoo, Azin; Song, Mingming; Moaveni, Babak; Papadimitriou, Costas; Hines, Eric
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errSave
Bayesian model updating and class selection of a wing-engine structure with nonlinear connections using nonlinear normal modes
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-02-01
err25
errOAAI
errSong, Mingming; Renson, Ludovic; Moaveni, Babak; Kerschen, Gaetan
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Research Directions

结构健康监测数字孪生贝叶斯推理深度学习数字孪生建模大跨桥梁与风力发电机数字孪生模型贝叶斯模型修正贝叶斯滤波法以及混合驱动建模方法，实现结构损伤识别交通荷载估计结构响应预测物理-数据混合驱动建模方法常/偏微分方程状态空间方程等）和数据驱动建模方法（有监督学习无监督学习强化学习物理-数据混合驱动模型贝叶斯系统识别结构模态识别模型修正数据融合和不确定性量化发展贝叶斯滤波和平滑理论，包含卡尔曼滤波非线性滤波高斯滤波粒子滤波和RTS平滑法等，准确识别结构参数荷载输入和系统状态
Co-authors
Cooperation Journals
M
Michael T. Brett
H-index: 52 · Papers: 156
Y
Yong Xia
H-index: 51 · Papers: 483
G
Gaëtan Kerschen
H-index: 47 · Papers: 454
孙
孙利民 (Limin Sun)
H-index: 41 · Papers: 413
B
Babak Moaveni
H-index: 38 · Papers: 181
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