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Michael D. Todd

Department of Structural Engineering

49H-index
475Paper Count
8.0KCitation Count
Published Papers 132
Publication Date
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Machine learning-enabled probabilistic hybrid model updating of pitting corrosion with application to hydraulic steel structures: an experimental validation
errJournal of Civil Structural Health Monitoring
IF4.3
err2026-07-17
err0
PREAI
errGuofeng Qian; Duncan J. Fure; Long Wang; Zhen Hu; Michael D. Todd
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High-dimensional reliability analysis of guyed transmission towers via deep learning and progressive collapse simulation
errStructure and Infrastructure Engineering
IF2.6
err2026-06-25
err0
PREAI
errGabriel Padilha Alves; Rafael Holdorf Lopez; Leandro Fleck Fadel Miguel; Michael D. Todd
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Towards a better understanding of model bias correction of nonlinear dynamic simulation models
errActa Mechanica Sinica
IF4.6
err2026-03-02
err0
PREAI
errZhao Zhao; Yichao Zeng; Joshua W. Dyer; Manuel A. Vega; Michael D. Todd; Zhen Hu
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Normalizing Flow Enhanced Global and Local Sampler for Bayesian Parameter Updating and State Estimation in Finite Element Models
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errSun, Lin; Hu, Zhen; Todd, Michael
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Generative artificial intelligence for Bayesian model updating in digital twins: a review and tutorial
errStructural and Multidisciplinary Optimization
IF4
err2025-11-18
err0
PREAI
errLin Sun; Zhen Hu; Michael D. Todd; Jice Zeng
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Hybrid modeling for daily streamflow forecasting: A study over the contiguous United States
errJournal of Hydrology
IF6.3
err2025-11-02
err0
PREAI
errFanzhang Zeng; Zhao Zhao; Natalie P. Memarsadeghi; Charles J. McKnight; Xudong Wang; Sarah Miele; Mayank Chadha; Dania Ammar; Yichao Zeng; Magdalena Asborno; Kenneth Mitchell; Guga Gugaratshan; Michael D. Todd; Zhen Hu; Dingbao Wang
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Multi-channel, heterogeneous data source detection of anomalies in Tainter valve machinery systems using a hierarchical Bayesian approach
errStructural Health Monitoring
IF0
err2025-09-11
err0
PREAI
errLin Sun; Joey Reed; Xu Huang; Drew Barnett; Michael D Todd; Brian Eick; Carolyn N Ortiz
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Hierarchical Bayesian detection of impulses in Tainter valve machinery systems under uncertainty
errStructural Health Monitoring
IF0
err2025-09-02
err0
PREAI
errLin Sun; Joey Reed; Xu Huang; Drew Barnett; Michael D. Todd; Brian Eick; Carolyn N. Ortiz
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errSave
A robust vision-based method for damage detection of underwater structures using image enhancement technique
errStructural Health Monitoring
IF0
err2025-08-14
err0
PREAI
errHua-Ping Wan; Tian-Le Fang; Wen-Jie Zhang; Yuanfeng Duan; Michael D. Todd
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A framework for the performance evaluation of reconfigurable ultrasonic sparse array networks
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2025-03-01
err0
PREAI
errNiu, Xudong; Croxford, Anthony J.; Drinkwater, Bruce W.; Todd, Michael D.
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A method for reconstruction of structural health monitoring data using WGANGP with U-net generator
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2025-02-05
err0
PREAI
errZhu, Yi-Kai; Wan, Hua-Ping; Todd, Michael D.
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errSave
Linear system identification of the UC San Diego Geisel Library building under ambient vibration
errJOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF4.3
err2024-12-30
err0
errOAAI
errSun, Lin; Conte, Joel P.; Todd, Michael D.; Astroza, Rodrigo; Bock, Yehuda; Offield, Glen; Vernon, Frank
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errSave
A value-of-information-based optimal sensor placement design framework for cost-effective structural health monitoring (with application to miter gate monitoring)
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-11-08
err0
PREAI
errChadha, Mayank; Hu, Zhen; Farrar, Charles R.; Todd, Michael D.
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Model uncertainty quantification of a degradation model of miter gates using normalizing flow-based likelihood-free inference
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-10-25
err0
PREAI
errZeng, Jice; Todd, Michael D.; Zhao, Zhao; Hu, Zhen
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errSave
A Bayesian detector-based approach for determining arrival and departure times of negative pressure waves in pipeline leakage localization
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-09-10
err0
PREAI
errHan, Yang; Feng, Xin; Li, Minghao; Todd, Michael D.
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errSave
Pitting corrosion diagnostics and prognostics for miter gates using multiscale simulation and image inspection data
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-07-27
err0
PREAI
errQian, Guofeng; Wu, Zihan; Hu, Zhen; Todd, Michael D.
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errSave
State-space reconstruction from partial observables using an invertible neural network with structure-preserving properties for nonlinear structural dynamics
errNONLINEAR DYNAMICS
IF6
err2024-07-22
err0
PREAI
errNajera-Flores, David A.; Todd, Michael D.
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A structure-preserving machine learning framework for accurate prediction of structural dynamics for systems with isolated nonlinearities
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-05-01
err3
errOAAI
errNajera-Flores, David A.; Quinn, D. Dane; Garland, Anthony; Vlachas, Konstantinos; Chatzi, Eleni; Todd, Michael D.
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Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-04-01
err3
errOAAI
errSharma, Harsh; Najera-Flores, David A.; Todd, Michael D.; Kramer, Boris
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errSave
Unsupervised deep learning approach for structural anomaly detection using probabilistic features
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-02-29
err6
PREAI
errWan, Hua-Ping; Zhu, Yi-Kai; Luo, Yaozhi; Todd, Michael D.
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Research Directions

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Co-authors
Cooperation Journals
王龙 cover
王龙 (Long Wang)
H-index: 94 · Papers: 2.1K
S
Sankaran Mahadevan
H-index: 78 · Papers: 714
K
Keith Worden
H-index: 75 · Papers: 832
C
Charles R. Farrar
H-index: 74 · Papers: 517
P
P. Cawley
H-index: 74 · Papers: 424
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