Faculty Profiles - KATAFYGIOTIS Lambros | The Hong Kong University of Science and Technology

Lambros KATAFYGIOTIS
簡達福

PhD in Civil Engineering
California Institute of Technology, 1991

Professor
Department of Civil and Environmental Engineering

(852) 2358 8750
lambros@ust.hk
Room 3567
Personal Web

ORCID

0000-0001-9275-9687

Scopus ID

7003551184

Research Interest Publications Projects Teaching Assignment RPG Supervision Space used

Research Interest

System identification
Structural dynamics
Structural modeling
Structural assessments
Earthquake engineering

Publications

All Years 168 2024 3 2023 4 2022 17 2021 3 2020 9 2019 5 2018 127

2024 3

Bayesian Spectral Decomposition for Efficient Modal Identification Using Ambient Vibration

Structural Control and Health Monitoring, v. 2024, June 2024, article number 5137641
Feng, Zhouquan; Zhang, Jiren; Katafygiotis, Lambros; Hua, Xugang; Chen, Zhengqing
Article

Hierarchical Bayesian finite element model updating: Optimal weighting of modal residuals with application to FINO3 offshore platform

Mechanical Systems and Signal Processing, v. 211, April 2024, article number 111150
Teymouri, Daniz; Sedehi, Omid; Song, Mingming; Moaveni, Babak; Papadimitriou, Costas; Katafygiotis, Lambros
Article

On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques

Mechanical Systems and Signal Processing, v. 208, February 2024, article number 111021
Sedehi, Omid; Kosikova, Antonina; Papadimitriou, Costas; Katafygiotis, Lambros
Article

2023 4

Bayesian structural identification using Gaussian Process discrepancy models

Computer Methods in Applied Mechanics and Engineering, v. 417, December 2023, article number 116357
Kosikova, Antonina M.; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.
Article

Data-Driven Reconstruction of Dynamical Forces and Responses through Bayesian Expectation-Maximization and Modal Reduction Methods

Journal of Engineering Mechanics, v. 149, (6), June 2023, article number 04023030
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papdimitriou, Costas
Article

Information Theoretic-Based Optimal Sensor Placement for Virtual Sensing Using Augmented Kalman Filtering

Mechanical Systems and Signal Processing, v. 188, April 2023, article number 110031
Ercan, Tulay; Sedehi, Omid; Katafygiotis, Lambros S.; Papadimitriou, Costas
Article

Input-state-parameter-noise identification and virtual sensing in dynamical systems: A Bayesian expectation-maximization (BEM) perspective

Mechanical Systems and Signal Processing, v. 185, 15 February 2023, article number 109758
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Article

2022 17

A Bayesian Expectation-Maximization (BEM) methodology for joint input-state estimation and virtual sensing of structures

Mechanical Systems and Signal Processing, v. 169, 15 April 2022, article number 108602
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Article

A Bayesian framework for calibration of multiaxial fatigue curves

International Journal of Fatigue, v. 163, October 2022, article number 107105
Flores Terrazas, Victor; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Article

A Streamline Approach to Multiaxial Fatigue Monitoring Using Virtual Sensing

Structural Control and Health Monitoring, v. 29, (1), January 2022
Flores Terrazas, Victor; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.
Article

Hierarchical Bayesian modeling framework for model updating and robust predictions in structural dynamics using modal features

Mechanical Systems and Signal Processing, v. 170, May 2022, article number 108784
Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.; Moaveni, Babak
Article

Hierarchical Bayesian uncertainty quantification of Finite Element models using modal statistical information

Mechanical Systems and Signal Processing, v. 179, November 2022, article number 109296
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Article

Nonlinear Model Updating through a Hierarchical Bayesian Modeling Framework

Computer Methods in Applied Mechanics and Engineering, v. 392, March 2022, article number 114646
Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros; Moaveni, Babak
Article

Subspace identification of bridge dynamics via traversing vehicle measurements

Journal of Sound and Vibration, v. 523, April 2022, article number 116690
Jin, Nan; Dertimanis, Vasilis K.; Chatzi, Eleni N.; Dimitrakopoulos, Ilias; Katafygiotis, Lambros
Article

A Bayesian Framework for Dynamics Identification and Virtualization

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

Bayesian Model Updating using Gaussian Process Regression

Kosikova, Antonina; Sedehi, Omid; Katafygiotis, Lambros
Conference paper

Bayesian Optimal Sensor Placement for Virtual Sensing and Strain Reconstruction

Ercan, Tulay; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Conference paper

Bayesian system identification and dynamic virtualization using incomplete noisy measurements

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, C.
Conference paper

Data-Driven Reduced-Order Modeling and Response Reconstruction

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

Hierarchical Bayesian Model Updating for Nonlinear Structures using Response Time Histories

Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 / Editors Zhu Mao. Switzerland : Springer, 2022, p. 91-95, Book series: Conference Proceedings of the Society for Experimental Mechanics Series
Jia, Xinyu; Sedehi, Omid; Katafygiotis, Lambros; Moaveni, Babak; Papadimitriou, Costas
Conference paper

Model Updating and Robust Predictions in Structural Dynamics through Hierarchical Bayesian Modelling Framework

Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Conference paper

Optimal Sensor Placement for Virtual Sensing using Augmented Kalman Filter

Ercan, Tulay; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Conference paper

Real-time Bayesian Uncertainty Quantification and Propagation of Dynamical Systems using Monitoring Data

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

Structural Model Inference and Response Prediction based on Hierarchical Bayesian Framework and Gaussian Process Regression

Kosikova, Antonina; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Conference paper

2021 3

Application of short-time stochastic subspace identification to estimate bridge frequencies from a traversing vehicle

Engineering Structures, v. 230, March 2021, article number 111688
Jin, Nan; Yang, Yongbin; Dimitrakopoulos, Ilias; Paraskeva, Themelina; Katafygiotis, Lambros
Article

Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions

Mechanical Systems and Signal Processing, v. 156, July 2021, article number 107615
Yan, Wang Ji; Cao, Shi Ze; Ren, Wei Xin; Yuen, Ka Veng; Li, Dan; Katafygiotis, Lambros
Article

Fast Bayesian Approach for Stochastic Model Updating using Modal Information from Multiple Setups

Bayesian Inverse Problems / Edited by Juan Chiachío-Ruano, Manuel Chiachío-Ruano and Shankar Sankararaman. Boca Raton, USA : CRC Press, Taylor and Francis, 2021, p. 133-154
Yan, Wang-ji; Katafygiotis, Lambros; Papadimitriou, Costas
Book chapter

2020 9

An analytical perspective on Bayesian uncertainty quantification and propagation in mode shape assembly

Mechanical Systems and Signal Processing, v. 135, January 2020, article number 106376
Yan, Wangji; Papadimitriou, Costas; Katafygiotis, Lambros; Chronopoulos, Dimitrios G.
Article

Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics Through a Hierarchical Bayesian Framework

Probabilistic Engineering Mechanics, v. 60, April 2020, article number 103047
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Article

Hierarchical Bayesian operational modal analysis: Theory and computations

Mechanical Systems and Signal Processing, v. 140, June 2020, article number 106663
Sedehi, Omid; Katafygiotis, Lambros; Costas, Papadimitriou
Article

Computationally efficient hierarchical Bayesian modeling framework for learning embedded model uncertainties

Proceedings of the International Conference on Structural Dynamic , EURODYN, v. 2, 2020, p. 3886-3893
Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.
Conference paper

Hierarchical Bayesian uncertainty quantification of dynamical models utilizing modal statistical information

Proceedings of the International Conference on Structural Dynamic, EURODYN, v. 2, 2020, p. 3599-3606
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.
Conference paper

Monitoring fatigue damage accumulation of wind turbine towers using limited number of output-only vibration measurements

EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics / Edited by M. Papadrakakis, M. Fragiadakis, & C. Papadimitriou. Greece : National Technical University of Athens , 2020, p. 1178-1188, Volume 1
Flores Terrazas, Victor; Sedehi, Omid; Katafygiotis, Lambros S.; Papadimitriou, Costas
Conference paper

Real-time Bayesian parameter, state and input estimation using output-only vibration measurements

Proceedings of the International Conference on Structural Dynamic , EURODYN, v. 2, 2020, p. 3590-3598
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros S.; Papadimitriou, Costas
Conference paper

Robust optimal sensor placement for response reconstruction using output-only vibration measurements

Proceedings of the 29th European Safety and Reliability Conference, ESREL 2019, 2020, p. 1270-1276
Ercan, Tulay; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Conference paper

Two-stage Hierarchical Bayesian Framework for Finite Element Model Updating

Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020 / Zhu Mao, Editors. Switzerland : Springer, 2020, p. 383-387
Xinyu, Jia; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros; Moaveni, Babak
Conference paper

2019 5

An analytical investigation into the propagation properties of uncertainty in a two-stage fast Bayesian spectral density approach for ambient modal analysis

Mechanical Systems and Signal Processing, v. 118, March 2019, p. 503-533
Wang-ji, Yan; Katafygiotis, Lambros
Article

Probabilistic Hierarchical Bayesian Framework for Time-domain Model Updating and Robust Predictions

Mechanical Systems and Signal Processing, v. 123, May 2019, p. 648-673
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros
Article

Sequential Bayesian Estimation of State and Input in Dynamical Systems Using Output-only Measurements

Mechanical Systems and Signal Processing, v. 131, September 2019, p. 659-688
Sedehi, Omid; Papadimitriou, Costas; Teymouri, Daniz; Katafygiotis, Lambros
Article

A New Online Bayesian Approach for the Joint Estimation of State and Input Forces using Response-only Measurements

13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019 / Seoul National University. Korea : Seoul National University, 2019, p. 853-859
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

Quantification of Aleatory Uncertainty in Modal Updating Problems using a New Hierarchical Bayesian Framework

13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019 / Seoul National University. Korea : Seoul National University, 2019, p. 995-1001
Sedehi, Omid; Teymouri, Daniz; Katafygiotis, Lambros; Papdimitriou, Costas
Conference paper

2018 4

A Hierarchical Bayesian Framework for System Identification of Dynamical Systems

Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

A Time-domain Hierarchical Bayesian Approach for Model Updating

Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics using a Hierarchical Bayesian Framework

Katafygiotis, Lambros; Sedehi, Omid; Papadimitriou, Costas
Conference paper

Estimation of bridge frequency from traversing vehicle by short-time stochastic subspace identification

Jin, Nan; Paraskeva, Themelina; Dimitrakopoulos, Ilias; Katafygiotis, Lambros
Conference paper

2017 1

Bayesian Time-Domain Model Updating Considering Correlation of Prediction Errors

Katafygiotis, Lambros; Sedehi, Omid; Rofooei, F
Conference paper

2016 4

An efficient simulation method for the first excursion problem of linear structures subjected to stochastic wind loads

Computers and Structures, v. 166, April 2016, p. 75-84
Wang, Jia; Katafygiotis, Lambros; Feng, Zhouquan
Article

Application of Transmissibility Matrix and Random Matrix to Bayesian System Identification with Response Measurements Only

Smart Materials and Structures, v. 25, (10), September 2016, article number 105017
Yan, Wangji; Katafygiotis, Lambros
Article

Estimation of bridge frequencies from the vibration response of a moving vehicle using an integrated vehicle-bridge interaction analysis

Jin, Nan; Paraskeva, Themelina; Katafygiotis, Lambros; Dimitrakopoulos, Ilias
Conference paper

The Effect of Non-Synchronous Sensing on Structural Identification and Its Correction

Smart Structures and Systems, v. 18, (3), September 2016, p. 541-568
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

2015 4

A novel Bayesian approach for structural model updating utilizing statistical modal information from multiple setups

Structural Safety, v. 52, (PB), January 2015, p. 260-271
Yan, Wang-Ji; Katafygiotis, Lambros S.
Article

A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part I: Posterior most probable value and uncertainty

Mechanical Systems and Signal Processing, v. 54, March 2015, p. 139-155
Yan, Wang-Ji; Katafygiotis, Lambros S.
Article

A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part II: Mode shape assembly and case studies

Mechanical Systems and Signal Processing, v. 54, March 2015, p. 156-171
Yan, Wang-Ji; Katafygiotis, Lambros S.
Article

Explicit closed-form approximation for uncertainty behavior of operational modal analysis: correlation and parametric analysis

Yan, Wangji; Katafygiotis, Lambros
Conference paper

2014 9

Modal decomposition using multi-channel response measurements

Probabilistic Engineering Mechanics, v. 37, 2014, p. 60-73
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Reliability-based optimal design of linear structures subjected to stochastic excitations

Structural Safety, v. 47, March 2014, p. 29-38
Wang, Jia; Katafygiotis, Lambros
Article

A variable separation technique for fast Bayesian operational modal analysis in the frequency domain

Yan, Wangji; Katafygiotis, Lambros
Conference paper

Bayesian model updating based on modal flexibility for structural health monitoring

Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, Edited by A. Cunha, E. Caetano, P. Ribeiro, G. Müller. European Association for Structural Dynamics (EASD), 2014, p. 177-184
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

Decentralized bayesian substructuring damage detection approach using nonstationary response measurements

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures, Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor & Francis Group, 2014, p. 2065-2070
Yan, Wangji; Katafygiotis, Lambros S.
Conference paper

Efficient Model Updating with Incomplete Modal Data for Structural Health Monitoring

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures / Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor & Francis Group, 2014, p. 1885-1892
Feng, Zhouquan; Katafygiotis, Lambros S.
Conference paper

Fast Bayesian approach for ambient modal analysis and model updating: Experimental studies using wireless sensors

Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, Edited by A. Cunha, E. Caetano, P. Ribeiro, G. Müller. European Association for Structural Dynamics (EASD), 2014, p. 3015-3020
Yan, Wangji; Katafygiotis, Lambros
Conference paper

Incomplete Modal Data-based Structural Model Updating Accommodating Multiple Uncertainties by Employing Wireless Sensor Network

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures / Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor and Francis Group, 2014, p. 461-467
Yan, Wangji; Katafygiotis, Lambros S.
Conference paper

Mode Shape Assembly for Ambient Modal Analysis using a Two-stage Bayesian Spectral Density Approach

ECCOMAS Thematic Conference - COMPDYN 2013: 4th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Proceedings / Edited by M. Papadrakakis, V. Papadopoulos, V. Plevris. Greece : National Technical University of Athens (NTUA), 2014, p. 1460-1468
Yan, Wangji; Katafygiotis, Lambros
Conference paper

2013 1

Transitional Markov Chain Monte Carlo Simulation for Reliability-based Optimization

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, 2013, p. 1593-1599
Wang, Jia; Katafygiotis, Lambros S.; Noori, Mohammad N.
Conference paper

2012 4

Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions

Computers & structures, v. 92, 2012, p. 283-296
Zuev, Konstantin M.; Beck, James L.; Au, Siukui; Katafygiotis, Lambros S.
Article

Discussion of paper by F. Miao and M. Ghosn " Modified subset simulation method for reliability analysis of structural systems", Structural Safety, 33:251-260, 2011

Stuctural Safety, v. 34, (1), 2012, Jan, p. 379-380
Au, Siukui; Beck, James L.; Zuev, Konstantin M.; Katafygiotis, Lambros S.
Article

A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of closely spaced modes

Joint Conference of the Engineering Mechanics Institute and 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability (EMI/PMC 2012), Notre Dame, 17-20 June 2012
Yan, Wang-ji; Katafygiotis, Lambros
Conference paper

A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of separated modes

Proc. of the fifth Asian-Pacific Symposium on Structural Reliability and its Applications, Singapore, 22-25 May 2012, p.731-736
Yan, Wang-ji; Katafygiotis, Lambros
Conference paper

2011 6

Modified Metropolis-Hastings algorithm with delayed rejection

Probabilistic engineering mechanics, v. 26, (3), July 2011, p. 405-412
Zuev, Konstantin M.; Katafygiotis, Lambros S.
Article

The Horseracing Simulation algorithm for evaluation of small failure probabilities

Probabilistic engineering mechanics, v. 26, (2), April 2011, p. 157-164
Zuev, Konstantin M.; Katafygiotis, Lambros S.
Article

A Method for Correcting Synchronization Errors in Wireless Sensors for Structural Modal Identification

Procedia Engineering, v. 14, 2011, p. 498-505
Feng, Zhouquan; Katafygiotis, Lambros S.
Conference paper

Bayesian spectral decomposition method for operational modal identification in wireless sensor network

ECCOMAS Thematic Conference - COMPDYN 2011: 3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering: An IACM Special Interest Conference, Programme, 2011
Feng, Zhouquan; Katafygiotis, Lambros S.
Conference paper

On the optimal scaling of the modified metropolis-hastings algorithm

Applications of Statistics and Probability in Civil Engineering -Proceedings of the 11th International Conference on Applications of Statistics and Probability in Civil Engineering, 2011, p. 2836-2843
Zuev, Konstantin M.; Beck, James L.; Katafygiotis, Lambros S.
Conference paper

The Effect of Non-synchronous Sensing in Wireless Sensors on Structural Modal Identification

3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2011), Corfu, Greece, 25-28 May 2011
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

2010 6

Introduction

Computer-Aided Civil and Infrastructure Engineering, v. 25, (5), 2010, July, p. 303
Beck, James L.; Graf, Wolfgang; Katafygiotis, Lambros S.
Article

SPECIAL ISSUE Computational Intelligence in Structural Engineering and Mechanics Introduction

Computer-aided civil and infrastructure engineering, v. 25, July 2010, p. 303
Beck, James L.; Graf, Wolfgang; Katafygiotis, Lambros
Article

Special issue of the Journal of Structural Safety in honor of Professor James L. Beck Preface

Structural safety, v. 32, 2010, p. 273-274
Katafygiotis, Lambros S.; Papadimitriou, Costas
Article

Spherical subset simulation (S3) for solving non-linear dynamical reliability problems

International journal of reliability and safety, v. 4, (2-3), 2010, p. 122-138
Katafygiotis, Lambros S.; Cheung, Saihung; Yuen, Ka-Veng
Article

A methodology for correcting synchronization errors in wireless sensors for structural modal identification

Twelfth East Asia-Pacific Conference on Structural Engineering and Construction (EASEC-12), Hong Kong, China, Jan 26-28, 2011
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

The Effect of Non-Synchronous Sensing on Structural Modal Identification in Wireless Sensor Network:Estimation and Elimination

Engineering Mechanics Institute 2010 (EMI2010), Los Angeles, USA, Aug 8-11, 2010
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

2009 1

Reliability analysis of wind-excited structures using domain decomposition method and line sampling

Structural Engineering and Mechanics, v. 32, (1, Sp. Iss. SI), 2009, MAY 10, p. 37-53
Katafygiotis, Lambros S.; Wang, Jia
Article

2008 3

Geometric insight into the challenges of solving high-dimensional reliability problems

Probabilistic engineering mechanics, v. 23, (2-3), 2008, APR-JUL, p. 208-218
Katafygiotis, Lambros S.; Zuev, Konstantin M.
Article

Structural Reliability and its Applications: Proceedings of the Fourth Asian-Pacific Symposium on Structural Reliability and Its Applications (APSSRA'08), June 19-20, 2008

Katafygiotis, Lambros S.; Zhang, Limin; Tang, Wilson H.; Cheung, Moe M.S.
Book

Identification of crack locations and extents by Bayesian model class selection

Proceedings of the World Forum on Smart Materials and Smart Structures Technology, SMSST'07, 2008, p. 213-214
Lam, Heung Fai; Ng, Ching Tai; Katafygiotis, Lambros S.
Conference paper

2007 3

Amplitude variability in simulated incoherent seismic ground motions

Journal OF engineering mechanics-asce, v. 133, (7), 2007, JUL, p. 844-848
Pachakis, Dimitris; Katafygiotis, Lambros S.; Zerva, Aspasia
Article

Application of spherical subset simulation method and auxiliary domain method on a benchmark reliability study

Structural safety, v. 29, (3), 2007, p. 194-207
Katafygiotis, Lambros S.; Cheung, Saihung
Article

Auxiliary domain method for solving multi-objective dynamic reliability problems for nonlinear structures

Structural Engineering and Mechanics, v. 25, (3), 2007, FEB 20, p. 347-363
Katafygiotis, Lambros; Moan, Torgeir; Cheung, Sai Hung
Article

2006 4

Domain decomposition method for calculating the failure probability of linear dynamic systems subjected to Gaussian stochastic loads

Journal OF engineering mechanics-asce, v. 132, (5), 2006, MAY, p. 475-486
Katafygiotis, Lambros S.; Cheung, Saihung
Article

Efficient model updating and health monitoring methodology using incomplete modal data without mode matching

Structural control & health monitoring, v. 13, (1), 2006, JAN-FEB, p. 91-107
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.
Article

Substructure identification and health monitoring using noisy response measurements only

Computer-aided civil and infrastructure engineering, v. 21, (4), 2006, MAY, p. 280-291
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Unified probabilistic approach for model updating and damage detection

Journal OF Applied mechanics-transactions OF The ASME, v. 73, (4), 2006, JUL, p. 555-564
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.
Article

2005 4

A two-stage Subset Simulation-based approach for calculating the reliability of inelastic structural systems subjected to Gaussian random excitations

Computer methods in applied mechanics and engineering, v. 194, (12-16), 2005, p. 1581-1595
Katafygiotis, Lambros S.; Cheung, Saihung
Article

An efficient simulation method for reliability analysis of linear dynamical systems using simple additive rules of probability

Probabilistic engineering mechanics, v. 20, (1), 2005, JAN, p. 109-114
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Model updating using noisy response measurements without knowledge of the input spectrum

Earthquake engineering & structural dynamics, v. 34, (2), 2005, FEB, p. 167-187
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Substructure Identification with Response Measurements Only

Proc. 9th Intl. Conference on Structural Safety and Reliability (ICOSSAR’05), Rome, Italy, June 19-23, 2005 (CD ROM).
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Conference paper

2004 6

Application of a statistical model updating approach on phase I of the IASC-ASCE structural health monitoring benchmark study

Journal OF engineering mechanics-asce, v. 130, (1), 2004, JAN, p. 34-48
Lam, Heung Fai; Katafygiotis, Lambros S.; Mickleborough, Neil Colin
Article

Phase I IASC-ASCE structural health monitoring benchmark problem using simulated data

Journal OF engineering mechanics-asce, v. 130, (1), 2004, JAN, p. 3-15
Johnson, Erik A.; Lam, Heung Fai; Katafygiotis, Lambros S.; Beck, James L.
Article

Wedge simulation method for calculating the reliability of linear dynamical systems

Probabilistic engineering mechanics, v. 19, (3), 2004, JUL, p. 229-238
Katafygiotis, Lambros S.; Cheung, Saihung
Article

An Efficient Approach for Solving Nonlinear Dynamic Reliability Problems with Multiple Performance Objectives

Proc. Symposium on Natural Disasters Reduction, HKUST, Hong Kong, Nov. 5-6, 2004.
Katafygiotis, Lambros S.; Cheung, Sai Hung
Conference paper

Auxiliary Domain Method for Solving Multi-Objective Dynamic Reliability Problems for Nonlinear Structures

Proceedings of the Third International Conference on Advances in Structural Engineering and Mechanics (ASEM’04), 1325-1335
Katafygiotis, Lambros S.; Cheung, Sai Hung
Conference paper

Auxiliary Domain Method for Solving Nonlinear Reliability Problems

Proceedings 9th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability (PMC2004) (CD-ROM)
Katafygiotis, Lambros S.; Cheung, Sai Hung
Conference paper

2003 5

Bayesian fast Fourier transform approach for modal updating using ambient data

Advances in Structural Engineering, v. 6, (2), 2003, p. 81-95
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

An efficient method for calculation of reliability integrals

ADVANCES IN STOCHASTIC STRUCTURAL DYNAMICS, 2003, p. 263-270
Katafygiotis, L.; Cheung, JSH
Conference paper

MCMC based simulation methodology for reliability calculations

COMPUTATIONAL STOCHASTIC MECHANICS, 2003, p. 293-299
Katafygiotis, Lambros; Cheung, Joseph Sai Hung
Conference paper

On the calculation of the failure probability corresponding to a union of linear failure domains

COMPUTATIONAL STOCHASTIC MECHANICS, 2003, p. 301-309
Katafygiotis, Lambros; Cheung, Joseph Sai Hung
Conference paper

Wedge simulation method for calculation of reliability of linear systems subjected to Gaussian random excitations

ADVANCES IN STOCHASTIC STRUCTURAL DYNAMICS, 2003, p. 271-278
Katafygiotis, L.; Cheung, JSH
Conference paper

2002 6

Bayesian modal updating using complete input and incomplete response noisy measurements

Journal OF engineering mechanics-asce, v. 128, (3), 2002, MAR, p. 340-350
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Probabilistic approach for modal identification using non-stationary noisy response measurements only

Earthquake engineering & structural dynamics, v. 31, (4), 2002, APR, p. 1007-1023
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.
Article

Spectral density estimation of stochastic vector processes

Probabilistic engineering mechanics, v. 17, (3), 2002, JUL, p. 265-272
Yuen, Ka-Veng; Katafygiotis, Lambros S.; Beck, James L.
Article

Tangential-projection algorithm for manifold representation in unidentifiable model updating problems

Earthquake engineering & structural dynamics, v. 31, (4), 2002, APR, p. 791-812
Katafygiotis, Lambros S.; Lam, Heung Fai
Article

A New Efficient MCMC Based Simulation Methodology for Reliability Calculations

Proc. Fifth World Congress on Computational Mechanics (WCCM V)
Katafygiotis, Lambros; Cheung, Sai Hung
Conference paper

A Novel Markov Chain Monte Carlo Based Simulation Method for Solving Structural Reliability Problems

Proc. Fifth European Conference on Structural Dynamics (EURODYN 2002), 789-794
Katafygiotis, Lambros; Cheung, Sai Hung, Joseph
Conference paper

2001 9

A Bayesian Methodology for Structural Integrity and Reliability Assessment

International Journal of Advanced Manufacturing Systems, 4, (1), 2001, p. 93-100
Papadimitriou, Costas; Katafygiotis, Lambros
Article

Bayesian modal updating by use of ambient data

AIAA journal, v. 39, (2), 2001, FEB, p. 271-278
Katafygiotis, Lambros S.; Yuen, Ka-Veng; Chen, Jay Chung
Article

Bayesian spectral density approach for modal updating using ambient data

Earthquake engineering & structural dynamics, v. 30, (8), 2001, AUG, p. 1103-1123
Katafygiotis, Lambros S.; Yuen, Ka-Veng
Article

Bayesian time-domain approach for modal updating using ambient data

Probabilistic engineering mechanics, v. 16, (3), 2001, JUL, p. 219-231
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Optimal sensor placement methodology for identification with unmeasured excitation

Journal OF dynamic SYSTEMS Measurement and control-transactions OF The ASME, v. 123, (4), 2001, DEC, p. 677-686
Yuen, Ka-Veng; Katafygiotis, Lambros S.; Papadimitriou, Costas; Mickleborough, Neil Colin
Article

Updating robust reliability using structural test data

Probabilistic engineering mechanics, v. 16, (2), 2001, APR, p. 103-113
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.
Article

A Benchmark Problem for Structural Health Monitoring and Damage Detection

3rd International Workshop on Structural Control, 317-324
Johnson, Erik; Lam, Heung Fai; Katafygiotis, Lambros; Beck, Jim
Conference paper

A Simulated Data Benchmark Problem in Structural Health Monitoring

3rd Intl. Workshop on Structural Health Monitoring
Johnson, Erik; Lam, Heung Fai; Katafygiotis, Lambros; Beck, Jim
Conference paper

Damage Detection for a Benchmark Structure using One-step and Two-step Probabilistic Approaches

3rd Intl. Workshop on Structural Health Monitoring, 478-487
Beck, Jim; Katafygiotis, Lambros; Yuen, Ka Veng; Lam, Heung Fai
Conference paper

2000 3

Treatment of unidentifiability in structural model updating

Advances in Structural Engineering, v. 3, (1), 2000, p. 19-39
Katafygiotis, Lambros; Lam, Heung-Fai; Papadimitriou, Costas
Article

Application of a Statistical Approach on a Benchmark Damage Detection Problem

EM2000 Fourteenth Engineering Mechanics Conference, ASCE, Austin, Texas, USA, May 2000
Mickleborough, Neil C.; Katafygiotis, L.S.; Lam, H.F.
Conference paper

Simulation of homogeneous and partially isotropic random fields

APPLICATIONS OF STATISTICS AND PROBABILITY, VOLS 1 AND 2: CIVIL ENGINEERING RELIABILITY AND RISK ANALYSIS, 2000, p. 95-102
Katafygiotis, LS; Pachakis, D.; Zerva, A.
Conference paper

1999 8

Asymptotic 2p-moment stability of stochastic linear systems

Mechanics research communications, v. 26, (1), 1999, JAN-FEB, p. 21-29
Papadimitriou, Costas; Katafygiotis, Lambros S.; Beck, James L.
Article

Averaging and stability of quasilinear functional differential equations with Markov parameters

Journal of Applied Mathematics and Stochastic Analysis, v. 12, (1), 1999, p. 1-15
Katafygiotis, Lambros S.; Tsarkov, Yevgeny
Article

Response cumulants of nonlinear systems subject to external and multiplicative excitations

Probabilistic engineering mechanics, v. 14, (1-2), 1999, JAN-APR, p. 149-160
Papadimitriou, Costas; Katafygiotis, Lambros S.; Lutes, Loren D.
Article

Simulation of homogeneous and partially isotropic random fields

Journal OF engineering mechanics-asce, v. 125, (10), 1999, OCT, p. 1180-1189
Katafygiotis, Lambros S.; Zerva, Aspasia; Malyarenko, Anatoliy A.
Article

A methodology for treating non-identifiability in model updating

STOCHASTIC STRUCTURAL DYNAMICS, 1999, p. 379-386
Katafygiotis, LS; Lam, HF
Conference paper

A probabilistic framework for model updating and structural health monitoring

STRUCTURAL ENGINEERING AND MECHANICS, VOLS 1 AND 2, 1999, p. 1335-1340
Lam, HF; Katafygiotis, LS; Chang, TYP
Conference paper

An optimal sensor location methodology for designing modal experiments

STRUCTURAL DYNAMICS, VOLS 1 AND 2, 1999, p. 617-622
Katafygiotis, LS; Yuen, KV; Papadimitriou, C.
Conference paper

Statistical modal identification using ambient or strong wind response data

STOCHASTIC STRUCTURAL DYNAMICS, 1999, p. 387-394
Katafygiotis, LS; Yuen, KV
Conference paper

1998 8

A probabilistic approach to structural model updating

Soil dynamics and earthquake engineering, v. 17, (7-8), 1998, OCT-DEC, p. 495-507
Katafygiotis, Lambros S.; Papadimitriou, Costas; Lam, Heung Fai
Article

Updating models and their uncertainties. I: Bayesian statistical framework

Journal OF engineering mechanics-asce, v. 124, (4), 1998, APR, p. 455-461
Beck, James L.; Katafygiotis, Lambros S.
Article

Updating models and their uncertainties. II: Model identifiability

Journal OF engineering mechanics-asce, v. 124, (4), 1998, APR, p. 463-467
Katafygiotis, Lambros S.; Beck, James L.
Article

Bayesian modal updating using ambient data

Proceedings of the International Modal Analysis Conference - IMAC, v. 1, 1998, p. 667-673
Katafygiotis, Lambros S.; Lam, Heung Fai; Yuen, Ka-Veng
Conference paper

On stability of linear dynamical systems with small Markov perturbations

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 763-770
Katafygiotis, LS; Papadimitriou, C.; Tsarkov, Y.
Conference paper

Optimal control of structures: A reliability-based approach

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 999-1006
Katafygiotis, LS; Papadimitriou, C.; Au, SK
Conference paper

Probabilistic model updating using dynamic data

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 603-610
Katafygiotis, LS; Lam, HF; Papadimitriou, C.
Conference paper

Statistical Identification of Structural Modal Parameters Using Ambient Response Data

3rd International Conference on Computational Stochastic Mechanics, Santorini, Greece, June 1998
Mickleborough, Neil C.; Katafygiotis, L.S.; Yuen, K.V.
Conference paper

1997 4

Asymptotic expansions for reliability and moments of uncertain systems

Journal OF engineering mechanics-asce, v. 123, (12), 1997, DEC, p. 1219-1229
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.
Article

Mean-square stability of linear stochastic dynamical systems under parametric wide-band excitations

Probabilistic engineering mechanics, v. 12, (3), 1997, JUL, p. 137-147
Katafygiotis, Lambros S.; Papadimitriou, Costas; Tsarkov, Yevgeny
Article

Mean-square stability of linear systems with small bounded stochastic perturbations of their coefficients

Mechanics research communications, v. 24, (3), 1997, MAY-JUN, p. 231-236
Katafygiotis, Lambros S.; Papadimitriou, Costas; Tsarkov, Yevgeny
Article

A probabilistic approach to structural health monitoring using dynamic data

International Workshop on Structural Health Monitoring; Stanford, CA; USA; 18-20 Sept. 1997, pp. 152-163. 1997
Katafygiotis, L.S.; Lam, H.F.
Conference paper

1996 9

Approximation of Homogeneous Gaussian Random Fields with the Help of Cubature Formulas

Theory of Stochastic Processes, v. 2, (18), 1996, p. 60-66
Katafygiotis, Lambros; Malyarenko, A.A.; Papadimitriou, C.
Article

Dynamic response variability of structures with uncertain properties

Earthquake engineering & structural dynamics, v. 25, (8), 1996, AUG, p. 775-793
Katafygiotis, Lambros S.; Papadimitriou, Costas
Article

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. I. Bounded Coefficients

Random Operators and Stochastic Equations, v. 4, (2), 1996, p. 133-154
Katafygiotis, Lambros; Tsarkov, Yevgeny
Article

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. II. Diffusion Coefficients

Random Operators and Stochastic Equations, v. 4, (3), 1996, p. 251-272
Katafygiotis, Lambros; Tsarkov, Yevgeny
Article

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. III. Markov Impulse Perturbations

Random Operators and Stochastic Equations, v. 4, (4), 1996, p. 315-338
Katafygiotis, Lambros; Tsarkov, Ye F.
Article

Asymptotic approximation of reliability integrals for uncertain systems

PROBABILISTIC MECHANICS & STRUCTURAL RELIABILITY: PROCEEDINGS OF THE SEVENTH SPECIALTY CONFERENCE, 1996, p. 574-577
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.
Conference paper

On moment stability of Markov dynamical systems

PROBABILISTIC MECHANICS & STRUCTURAL RELIABILITY: PROCEEDINGS OF THE SEVENTH SPECIALTY CONFERENCE, 1996, p. 546-549
Katafygiotis, Lambros; Tsarkov, Yevgeny
Conference paper

Response cumulants of nonlinear systems subject to external and multiplicative excitations

Probabilistic Mechanics and Structural and Geotechnical Reliability: Proceedings of the Specialty Conference, 1996, p. 744-747
Papadimitriou, Costas; Katafygiotis, Lambros; Lutes, Loren D.
Conference paper

Response Statistics and Reliability of Uncertain Nonlinear Systems Subjected to Random Loads

Proc. Eleventh World Conference on Earthquake Engineering, Acapulco, Mexico, Oxford: Elsevier Science Ltd, June 23-28 1996, Paper No. 955
Papadimitriou, C.; Katafygiotis, Lambros
Conference paper

1995 3

A VERY EFFICIENT MOMENT CALCULATION METHOD FOR UNCERTAIN LINEAR DYNAMIC-SYSTEMS

Probabilistic engineering mechanics, v. 10, (2), 1995, p. 117-128
Katafygiotis, Lambros S.; Beck, James L.
Article

Approximate analysis of response variability of uncertain linear systems

Probabilistic engineering mechanics, v. 10, (4), 1995, p. 251-264
Papadimitriou, Costas; Katafygiotis, Lambros S.; Beck, James L.
Article

On Stability of Linear Stochastic Differential Equations

Random Operators and Stochastic Equations, v. 3, (4), 1995, p. 333-346
Katafygiotis, Lambros; Tsarkov, Y.
Article

1994 2

Determination of Stiffness Changes from Modal Parameter Changes for Structural Health Monitoring

Proc. First World Conference on Structural Control, Pasadena, CA, Los Angeles: USC, August 3-5 1994, TA3: 13-22
Beck, J.L.; Vanik, M.W.; Katafygiotis, Lambros
Conference paper

Use of Strong Motion Records for Model Evaluation and Seismic Analysis of a Bridge Structure

Proc. Fifth National Earthquake Engineering Conference (5NCEE), Chicago, July 1994, EERI, p. 511-520
Werner, S.D.; Crouse, C.B.; Katafygiotis, Lambros; Beck, J.L.
Conference paper

1993 2

Approximate Analysis of Response Statistics of Uncertain MDOF Linear Systems

Proc. 6th International Conference on Structural Safety and Reliability (ICOSSAR' 93), Edited by G.I. Schueller, M. Shinozuka, and J.T.P. Yao. Rotterdam: A. A. Balkema, August 9-13 1993, p. 283-290
Papadimitriou, C.; Katafygiotis, Lambros; Wang, B.
Conference paper

Seismic analysis of Meloland road overcrossing using calibrated structural and foundation models

Proc. Structures Congress '93, Irvine, California, Edited by A. Ang and R. Villaverde. New York: ASCE, April 19-21 1993, p. 367-372
Werner, Stuart D.; Beck, James L.; Katafygiotis, Lambros; Nisar, Ahmed
Conference paper

1992 3

Probabilistic System Identification and Health Monitoring of Structures

Proc. 10th World Conference on Earthquake Engineering, Madrid, Spain, Rotterdam: A.A. Balkema, July 19-24 1992, p. 3721-3726
Beck, J.L.; Katafygiotis, Lambros
Conference paper

System Identification for Damage Assessment Utilizing Dynamic Test Data

Proc. ASCE Specialty Conference on Probabilistic Mechanics and Structural and Geotechnical Reliability, Denver, 1992
Beck, J.L.; Katafygiotis, Lambros
Conference paper

Updating Dynamic Models and their Associated Uncertainties for Structural Systems

Proc. 9th Engineering Mechanics Conference, ASCE, College Station, Texas, Edited by L.D. Lutes and J.M. Niedzwecki. New York: ASCE, May 24-27 1992, p. 681-684
Beck, J.L.; Katafygiotis, Lambros
Conference paper

1991 3

An Efficient Treatment of Model Uncertainties for the Dynamic Response of Structures

Proc. 1st International Conference on Computational Stochastic Mechanics, Corfu, Greece, Edited by P.D. Spanos and C.A. Brebbia. Boston: Computational Mechanics Publications, September 1991, p. 661-771
Katafygiotis, Lambros; Beck, J.L.
Conference paper

Probabilistic Approach to Structural Health Monitoring from Dynamic Testing

Proc. Intl. Workshop on Technology for Hong Kong's Infrastructure Development, Hong Kong, Edited by J.C. Chen and J.L. Beck, December 19-20 1991, p. 291-305
Katafygiotis, Lambros; Beck, J.L.
Conference paper

Updating of a Model and its Uncertainties Utilizing Dynamic Test Data

Proc. 1st International Conference on Computational Stochastic Mechanics, Corfu, Greece, Edited by P.D. Spanos and C.A. Brebbia. Boston: Computational Mechanics Publications, September 1991, p. 125-136
Katafygiotis, Lambros; Beck, J.L.
Conference paper

1990 1

Uniqueness in Structural System Identification

Proc. U.S. National Workshop on Structural Control Research, University of Southern California, Edited by G.W. Housner and S.F. Masri. USC, Publication No. CE-9013, October 25-26 1990, p. 136-140
Katafygiotis, Lambros; Beck, J.L.
Conference paper

1988 1

Treating Model Uncertainties in Structural Dynamics

Proc. 9th World Conference on Earthquake Engineering, Tokyo, Japan, v. V, 1988, p. 301-306
Katafygiotis, Lambros; Beck, J.L.
Conference paper

Article 3

Bayesian Spectral Decomposition for Efficient Modal Identification Using Ambient Vibration

Structural Control and Health Monitoring, v. 2024, June 2024, article number 5137641
Feng, Zhouquan; Zhang, Jiren; Katafygiotis, Lambros; Hua, Xugang; Chen, Zhengqing

Hierarchical Bayesian finite element model updating: Optimal weighting of modal residuals with application to FINO3 offshore platform

Mechanical Systems and Signal Processing, v. 211, April 2024, article number 111150
Teymouri, Daniz; Sedehi, Omid; Song, Mingming; Moaveni, Babak; Papadimitriou, Costas; Katafygiotis, Lambros

On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques

Mechanical Systems and Signal Processing, v. 208, February 2024, article number 111021
Sedehi, Omid; Kosikova, Antonina; Papadimitriou, Costas; Katafygiotis, Lambros

Article 4

Bayesian structural identification using Gaussian Process discrepancy models

Computer Methods in Applied Mechanics and Engineering, v. 417, December 2023, article number 116357
Kosikova, Antonina M.; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.

Data-Driven Reconstruction of Dynamical Forces and Responses through Bayesian Expectation-Maximization and Modal Reduction Methods

Journal of Engineering Mechanics, v. 149, (6), June 2023, article number 04023030
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papdimitriou, Costas

Information Theoretic-Based Optimal Sensor Placement for Virtual Sensing Using Augmented Kalman Filtering

Mechanical Systems and Signal Processing, v. 188, April 2023, article number 110031
Ercan, Tulay; Sedehi, Omid; Katafygiotis, Lambros S.; Papadimitriou, Costas

Input-state-parameter-noise identification and virtual sensing in dynamical systems: A Bayesian expectation-maximization (BEM) perspective

Mechanical Systems and Signal Processing, v. 185, 15 February 2023, article number 109758
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

Article 7

A Bayesian Expectation-Maximization (BEM) methodology for joint input-state estimation and virtual sensing of structures

Mechanical Systems and Signal Processing, v. 169, 15 April 2022, article number 108602
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

A Bayesian framework for calibration of multiaxial fatigue curves

International Journal of Fatigue, v. 163, October 2022, article number 107105
Flores Terrazas, Victor; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

A Streamline Approach to Multiaxial Fatigue Monitoring Using Virtual Sensing

Structural Control and Health Monitoring, v. 29, (1), January 2022
Flores Terrazas, Victor; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.

Hierarchical Bayesian modeling framework for model updating and robust predictions in structural dynamics using modal features

Mechanical Systems and Signal Processing, v. 170, May 2022, article number 108784
Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.; Moaveni, Babak

Hierarchical Bayesian uncertainty quantification of Finite Element models using modal statistical information

Mechanical Systems and Signal Processing, v. 179, November 2022, article number 109296
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Nonlinear Model Updating through a Hierarchical Bayesian Modeling Framework

Computer Methods in Applied Mechanics and Engineering, v. 392, March 2022, article number 114646
Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros; Moaveni, Babak

Subspace identification of bridge dynamics via traversing vehicle measurements

Journal of Sound and Vibration, v. 523, April 2022, article number 116690
Jin, Nan; Dertimanis, Vasilis K.; Chatzi, Eleni N.; Dimitrakopoulos, Ilias; Katafygiotis, Lambros

Conference paper 10

A Bayesian Framework for Dynamics Identification and Virtualization

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

Bayesian Model Updating using Gaussian Process Regression

Kosikova, Antonina; Sedehi, Omid; Katafygiotis, Lambros

Bayesian Optimal Sensor Placement for Virtual Sensing and Strain Reconstruction

Ercan, Tulay; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Bayesian system identification and dynamic virtualization using incomplete noisy measurements

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, C.

Data-Driven Reduced-Order Modeling and Response Reconstruction

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

Hierarchical Bayesian Model Updating for Nonlinear Structures using Response Time Histories

Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 / Editors Zhu Mao. Switzerland : Springer, 2022, p. 91-95, Book series: Conference Proceedings of the Society for Experimental Mechanics Series
Jia, Xinyu; Sedehi, Omid; Katafygiotis, Lambros; Moaveni, Babak; Papadimitriou, Costas

Model Updating and Robust Predictions in Structural Dynamics through Hierarchical Bayesian Modelling Framework

Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Optimal Sensor Placement for Virtual Sensing using Augmented Kalman Filter

Ercan, Tulay; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Real-time Bayesian Uncertainty Quantification and Propagation of Dynamical Systems using Monitoring Data

Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

Structural Model Inference and Response Prediction based on Hierarchical Bayesian Framework and Gaussian Process Regression

Kosikova, Antonina; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Article 2

Application of short-time stochastic subspace identification to estimate bridge frequencies from a traversing vehicle

Engineering Structures, v. 230, March 2021, article number 111688
Jin, Nan; Yang, Yongbin; Dimitrakopoulos, Ilias; Paraskeva, Themelina; Katafygiotis, Lambros

Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions

Mechanical Systems and Signal Processing, v. 156, July 2021, article number 107615
Yan, Wang Ji; Cao, Shi Ze; Ren, Wei Xin; Yuen, Ka Veng; Li, Dan; Katafygiotis, Lambros

Book chapter 1

Fast Bayesian Approach for Stochastic Model Updating using Modal Information from Multiple Setups

Bayesian Inverse Problems / Edited by Juan Chiachío-Ruano, Manuel Chiachío-Ruano and Shankar Sankararaman. Boca Raton, USA : CRC Press, Taylor and Francis, 2021, p. 133-154
Yan, Wang-ji; Katafygiotis, Lambros; Papadimitriou, Costas

Article 3

An analytical perspective on Bayesian uncertainty quantification and propagation in mode shape assembly

Mechanical Systems and Signal Processing, v. 135, January 2020, article number 106376
Yan, Wangji; Papadimitriou, Costas; Katafygiotis, Lambros; Chronopoulos, Dimitrios G.

Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics Through a Hierarchical Bayesian Framework

Probabilistic Engineering Mechanics, v. 60, April 2020, article number 103047
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Hierarchical Bayesian operational modal analysis: Theory and computations

Mechanical Systems and Signal Processing, v. 140, June 2020, article number 106663
Sedehi, Omid; Katafygiotis, Lambros; Costas, Papadimitriou

Conference paper 6

Computationally efficient hierarchical Bayesian modeling framework for learning embedded model uncertainties

Proceedings of the International Conference on Structural Dynamic , EURODYN, v. 2, 2020, p. 3886-3893
Jia, Xinyu; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.

Hierarchical Bayesian uncertainty quantification of dynamical models utilizing modal statistical information

Proceedings of the International Conference on Structural Dynamic, EURODYN, v. 2, 2020, p. 3599-3606
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros S.

Monitoring fatigue damage accumulation of wind turbine towers using limited number of output-only vibration measurements

EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics / Edited by M. Papadrakakis, M. Fragiadakis, & C. Papadimitriou. Greece : National Technical University of Athens , 2020, p. 1178-1188, Volume 1
Flores Terrazas, Victor; Sedehi, Omid; Katafygiotis, Lambros S.; Papadimitriou, Costas

Real-time Bayesian parameter, state and input estimation using output-only vibration measurements

Proceedings of the International Conference on Structural Dynamic , EURODYN, v. 2, 2020, p. 3590-3598
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros S.; Papadimitriou, Costas

Robust optimal sensor placement for response reconstruction using output-only vibration measurements

Proceedings of the 29th European Safety and Reliability Conference, ESREL 2019, 2020, p. 1270-1276
Ercan, Tulay; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Two-stage Hierarchical Bayesian Framework for Finite Element Model Updating

Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020 / Zhu Mao, Editors. Switzerland : Springer, 2020, p. 383-387
Xinyu, Jia; Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros; Moaveni, Babak

Article 3

An analytical investigation into the propagation properties of uncertainty in a two-stage fast Bayesian spectral density approach for ambient modal analysis

Mechanical Systems and Signal Processing, v. 118, March 2019, p. 503-533
Wang-ji, Yan; Katafygiotis, Lambros

Probabilistic Hierarchical Bayesian Framework for Time-domain Model Updating and Robust Predictions

Mechanical Systems and Signal Processing, v. 123, May 2019, p. 648-673
Sedehi, Omid; Papadimitriou, Costas; Katafygiotis, Lambros

Sequential Bayesian Estimation of State and Input in Dynamical Systems Using Output-only Measurements

Mechanical Systems and Signal Processing, v. 131, September 2019, p. 659-688
Sedehi, Omid; Papadimitriou, Costas; Teymouri, Daniz; Katafygiotis, Lambros

Conference paper 2

A New Online Bayesian Approach for the Joint Estimation of State and Input Forces using Response-only Measurements

13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019 / Seoul National University. Korea : Seoul National University, 2019, p. 853-859
Teymouri, Daniz; Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

Quantification of Aleatory Uncertainty in Modal Updating Problems using a New Hierarchical Bayesian Framework

13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019 / Seoul National University. Korea : Seoul National University, 2019, p. 995-1001
Sedehi, Omid; Teymouri, Daniz; Katafygiotis, Lambros; Papdimitriou, Costas

Conference paper 4

A Hierarchical Bayesian Framework for System Identification of Dynamical Systems

Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

A Time-domain Hierarchical Bayesian Approach for Model Updating

Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas

Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics using a Hierarchical Bayesian Framework

Katafygiotis, Lambros; Sedehi, Omid; Papadimitriou, Costas

Estimation of bridge frequency from traversing vehicle by short-time stochastic subspace identification

Jin, Nan; Paraskeva, Themelina; Dimitrakopoulos, Ilias; Katafygiotis, Lambros

Conference paper 1

Bayesian Time-Domain Model Updating Considering Correlation of Prediction Errors

Katafygiotis, Lambros; Sedehi, Omid; Rofooei, F

Article 2

An efficient simulation method for the first excursion problem of linear structures subjected to stochastic wind loads

Computers and Structures, v. 166, April 2016, p. 75-84
Wang, Jia; Katafygiotis, Lambros; Feng, Zhouquan

Application of Transmissibility Matrix and Random Matrix to Bayesian System Identification with Response Measurements Only

Smart Materials and Structures, v. 25, (10), September 2016, article number 105017
Yan, Wangji; Katafygiotis, Lambros

Conference paper 2

Estimation of bridge frequencies from the vibration response of a moving vehicle using an integrated vehicle-bridge interaction analysis

Jin, Nan; Paraskeva, Themelina; Katafygiotis, Lambros; Dimitrakopoulos, Ilias

The Effect of Non-Synchronous Sensing on Structural Identification and Its Correction

Smart Structures and Systems, v. 18, (3), September 2016, p. 541-568
Feng, Zhouquan; Katafygiotis, Lambros

Article 3

A novel Bayesian approach for structural model updating utilizing statistical modal information from multiple setups

Structural Safety, v. 52, (PB), January 2015, p. 260-271
Yan, Wang-Ji; Katafygiotis, Lambros S.

A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part I: Posterior most probable value and uncertainty

Mechanical Systems and Signal Processing, v. 54, March 2015, p. 139-155
Yan, Wang-Ji; Katafygiotis, Lambros S.

A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part II: Mode shape assembly and case studies

Mechanical Systems and Signal Processing, v. 54, March 2015, p. 156-171
Yan, Wang-Ji; Katafygiotis, Lambros S.

Conference paper 1

Explicit closed-form approximation for uncertainty behavior of operational modal analysis: correlation and parametric analysis

Yan, Wangji; Katafygiotis, Lambros

Article 2

Modal decomposition using multi-channel response measurements

Probabilistic Engineering Mechanics, v. 37, 2014, p. 60-73
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Reliability-based optimal design of linear structures subjected to stochastic excitations

Structural Safety, v. 47, March 2014, p. 29-38
Wang, Jia; Katafygiotis, Lambros

Conference paper 7

A variable separation technique for fast Bayesian operational modal analysis in the frequency domain

Yan, Wangji; Katafygiotis, Lambros

Bayesian model updating based on modal flexibility for structural health monitoring

Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, Edited by A. Cunha, E. Caetano, P. Ribeiro, G. Müller. European Association for Structural Dynamics (EASD), 2014, p. 177-184
Feng, Zhouquan; Katafygiotis, Lambros

Decentralized bayesian substructuring damage detection approach using nonstationary response measurements

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures, Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor & Francis Group, 2014, p. 2065-2070
Yan, Wangji; Katafygiotis, Lambros S.

Efficient Model Updating with Incomplete Modal Data for Structural Health Monitoring

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures / Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor & Francis Group, 2014, p. 1885-1892
Feng, Zhouquan; Katafygiotis, Lambros S.

Fast Bayesian approach for ambient modal analysis and model updating: Experimental studies using wireless sensors

Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, Edited by A. Cunha, E. Caetano, P. Ribeiro, G. Müller. European Association for Structural Dynamics (EASD), 2014, p. 3015-3020
Yan, Wangji; Katafygiotis, Lambros

Incomplete Modal Data-based Structural Model Updating Accommodating Multiple Uncertainties by Employing Wireless Sensor Network

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures / Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor and Francis Group, 2014, p. 461-467
Yan, Wangji; Katafygiotis, Lambros S.

Mode Shape Assembly for Ambient Modal Analysis using a Two-stage Bayesian Spectral Density Approach

ECCOMAS Thematic Conference - COMPDYN 2013: 4th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Proceedings / Edited by M. Papadrakakis, V. Papadopoulos, V. Plevris. Greece : National Technical University of Athens (NTUA), 2014, p. 1460-1468
Yan, Wangji; Katafygiotis, Lambros

Conference paper 1

Transitional Markov Chain Monte Carlo Simulation for Reliability-based Optimization

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, 2013, p. 1593-1599
Wang, Jia; Katafygiotis, Lambros S.; Noori, Mohammad N.

Article 2

Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions

Computers & structures, v. 92, 2012, p. 283-296
Zuev, Konstantin M.; Beck, James L.; Au, Siukui; Katafygiotis, Lambros S.

Discussion of paper by F. Miao and M. Ghosn " Modified subset simulation method for reliability analysis of structural systems", Structural Safety, 33:251-260, 2011

Stuctural Safety, v. 34, (1), 2012, Jan, p. 379-380
Au, Siukui; Beck, James L.; Zuev, Konstantin M.; Katafygiotis, Lambros S.

Conference paper 2

A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of closely spaced modes

Joint Conference of the Engineering Mechanics Institute and 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability (EMI/PMC 2012), Notre Dame, 17-20 June 2012
Yan, Wang-ji; Katafygiotis, Lambros

A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of separated modes

Proc. of the fifth Asian-Pacific Symposium on Structural Reliability and its Applications, Singapore, 22-25 May 2012, p.731-736
Yan, Wang-ji; Katafygiotis, Lambros

Article 2

Modified Metropolis-Hastings algorithm with delayed rejection

Probabilistic engineering mechanics, v. 26, (3), July 2011, p. 405-412
Zuev, Konstantin M.; Katafygiotis, Lambros S.

The Horseracing Simulation algorithm for evaluation of small failure probabilities

Probabilistic engineering mechanics, v. 26, (2), April 2011, p. 157-164
Zuev, Konstantin M.; Katafygiotis, Lambros S.

Conference paper 4

A Method for Correcting Synchronization Errors in Wireless Sensors for Structural Modal Identification

Procedia Engineering, v. 14, 2011, p. 498-505
Feng, Zhouquan; Katafygiotis, Lambros S.

Bayesian spectral decomposition method for operational modal identification in wireless sensor network

ECCOMAS Thematic Conference - COMPDYN 2011: 3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering: An IACM Special Interest Conference, Programme, 2011
Feng, Zhouquan; Katafygiotis, Lambros S.

On the optimal scaling of the modified metropolis-hastings algorithm

Applications of Statistics and Probability in Civil Engineering -Proceedings of the 11th International Conference on Applications of Statistics and Probability in Civil Engineering, 2011, p. 2836-2843
Zuev, Konstantin M.; Beck, James L.; Katafygiotis, Lambros S.

The Effect of Non-synchronous Sensing in Wireless Sensors on Structural Modal Identification

3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2011), Corfu, Greece, 25-28 May 2011
Feng, Zhouquan; Katafygiotis, Lambros

Article 4

Introduction

Computer-Aided Civil and Infrastructure Engineering, v. 25, (5), 2010, July, p. 303
Beck, James L.; Graf, Wolfgang; Katafygiotis, Lambros S.

SPECIAL ISSUE Computational Intelligence in Structural Engineering and Mechanics Introduction

Computer-aided civil and infrastructure engineering, v. 25, July 2010, p. 303
Beck, James L.; Graf, Wolfgang; Katafygiotis, Lambros

Special issue of the Journal of Structural Safety in honor of Professor James L. Beck Preface

Structural safety, v. 32, 2010, p. 273-274
Katafygiotis, Lambros S.; Papadimitriou, Costas

Spherical subset simulation (S3) for solving non-linear dynamical reliability problems

International journal of reliability and safety, v. 4, (2-3), 2010, p. 122-138
Katafygiotis, Lambros S.; Cheung, Saihung; Yuen, Ka-Veng

Conference paper 2

A methodology for correcting synchronization errors in wireless sensors for structural modal identification

Twelfth East Asia-Pacific Conference on Structural Engineering and Construction (EASEC-12), Hong Kong, China, Jan 26-28, 2011
Feng, Zhouquan; Katafygiotis, Lambros

The Effect of Non-Synchronous Sensing on Structural Modal Identification in Wireless Sensor Network:Estimation and Elimination

Engineering Mechanics Institute 2010 (EMI2010), Los Angeles, USA, Aug 8-11, 2010
Feng, Zhouquan; Katafygiotis, Lambros

Article 1

Reliability analysis of wind-excited structures using domain decomposition method and line sampling

Structural Engineering and Mechanics, v. 32, (1, Sp. Iss. SI), 2009, MAY 10, p. 37-53
Katafygiotis, Lambros S.; Wang, Jia

Article 1

Geometric insight into the challenges of solving high-dimensional reliability problems

Probabilistic engineering mechanics, v. 23, (2-3), 2008, APR-JUL, p. 208-218
Katafygiotis, Lambros S.; Zuev, Konstantin M.

Book 1

Structural Reliability and its Applications: Proceedings of the Fourth Asian-Pacific Symposium on Structural Reliability and Its Applications (APSSRA'08), June 19-20, 2008

Katafygiotis, Lambros S.; Zhang, Limin; Tang, Wilson H.; Cheung, Moe M.S.

Conference paper 1

Identification of crack locations and extents by Bayesian model class selection

Proceedings of the World Forum on Smart Materials and Smart Structures Technology, SMSST'07, 2008, p. 213-214
Lam, Heung Fai; Ng, Ching Tai; Katafygiotis, Lambros S.

Article 3

Amplitude variability in simulated incoherent seismic ground motions

Journal OF engineering mechanics-asce, v. 133, (7), 2007, JUL, p. 844-848
Pachakis, Dimitris; Katafygiotis, Lambros S.; Zerva, Aspasia

Application of spherical subset simulation method and auxiliary domain method on a benchmark reliability study

Structural safety, v. 29, (3), 2007, p. 194-207
Katafygiotis, Lambros S.; Cheung, Saihung

Auxiliary domain method for solving multi-objective dynamic reliability problems for nonlinear structures

Structural Engineering and Mechanics, v. 25, (3), 2007, FEB 20, p. 347-363
Katafygiotis, Lambros; Moan, Torgeir; Cheung, Sai Hung

Article 4

Domain decomposition method for calculating the failure probability of linear dynamic systems subjected to Gaussian stochastic loads

Journal OF engineering mechanics-asce, v. 132, (5), 2006, MAY, p. 475-486
Katafygiotis, Lambros S.; Cheung, Saihung

Efficient model updating and health monitoring methodology using incomplete modal data without mode matching

Structural control & health monitoring, v. 13, (1), 2006, JAN-FEB, p. 91-107
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.

Substructure identification and health monitoring using noisy response measurements only

Computer-aided civil and infrastructure engineering, v. 21, (4), 2006, MAY, p. 280-291
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Unified probabilistic approach for model updating and damage detection

Journal OF Applied mechanics-transactions OF The ASME, v. 73, (4), 2006, JUL, p. 555-564
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.

Article 3

A two-stage Subset Simulation-based approach for calculating the reliability of inelastic structural systems subjected to Gaussian random excitations

Computer methods in applied mechanics and engineering, v. 194, (12-16), 2005, p. 1581-1595
Katafygiotis, Lambros S.; Cheung, Saihung

An efficient simulation method for reliability analysis of linear dynamical systems using simple additive rules of probability

Probabilistic engineering mechanics, v. 20, (1), 2005, JAN, p. 109-114
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Model updating using noisy response measurements without knowledge of the input spectrum

Earthquake engineering & structural dynamics, v. 34, (2), 2005, FEB, p. 167-187
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Conference paper 1

Substructure Identification with Response Measurements Only

Proc. 9th Intl. Conference on Structural Safety and Reliability (ICOSSAR’05), Rome, Italy, June 19-23, 2005 (CD ROM).
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Article 3

Application of a statistical model updating approach on phase I of the IASC-ASCE structural health monitoring benchmark study

Journal OF engineering mechanics-asce, v. 130, (1), 2004, JAN, p. 34-48
Lam, Heung Fai; Katafygiotis, Lambros S.; Mickleborough, Neil Colin

Phase I IASC-ASCE structural health monitoring benchmark problem using simulated data

Journal OF engineering mechanics-asce, v. 130, (1), 2004, JAN, p. 3-15
Johnson, Erik A.; Lam, Heung Fai; Katafygiotis, Lambros S.; Beck, James L.

Wedge simulation method for calculating the reliability of linear dynamical systems

Probabilistic engineering mechanics, v. 19, (3), 2004, JUL, p. 229-238
Katafygiotis, Lambros S.; Cheung, Saihung

Conference paper 3

An Efficient Approach for Solving Nonlinear Dynamic Reliability Problems with Multiple Performance Objectives

Proc. Symposium on Natural Disasters Reduction, HKUST, Hong Kong, Nov. 5-6, 2004.
Katafygiotis, Lambros S.; Cheung, Sai Hung

Auxiliary Domain Method for Solving Multi-Objective Dynamic Reliability Problems for Nonlinear Structures

Proceedings of the Third International Conference on Advances in Structural Engineering and Mechanics (ASEM’04), 1325-1335
Katafygiotis, Lambros S.; Cheung, Sai Hung

Auxiliary Domain Method for Solving Nonlinear Reliability Problems

Proceedings 9th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability (PMC2004) (CD-ROM)
Katafygiotis, Lambros S.; Cheung, Sai Hung

Article 1

Bayesian fast Fourier transform approach for modal updating using ambient data

Advances in Structural Engineering, v. 6, (2), 2003, p. 81-95
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Conference paper 4

An efficient method for calculation of reliability integrals

ADVANCES IN STOCHASTIC STRUCTURAL DYNAMICS, 2003, p. 263-270
Katafygiotis, L.; Cheung, JSH

MCMC based simulation methodology for reliability calculations

COMPUTATIONAL STOCHASTIC MECHANICS, 2003, p. 293-299
Katafygiotis, Lambros; Cheung, Joseph Sai Hung

On the calculation of the failure probability corresponding to a union of linear failure domains

COMPUTATIONAL STOCHASTIC MECHANICS, 2003, p. 301-309
Katafygiotis, Lambros; Cheung, Joseph Sai Hung

Wedge simulation method for calculation of reliability of linear systems subjected to Gaussian random excitations

ADVANCES IN STOCHASTIC STRUCTURAL DYNAMICS, 2003, p. 271-278
Katafygiotis, L.; Cheung, JSH

Article 4

Bayesian modal updating using complete input and incomplete response noisy measurements

Journal OF engineering mechanics-asce, v. 128, (3), 2002, MAR, p. 340-350
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Probabilistic approach for modal identification using non-stationary noisy response measurements only

Earthquake engineering & structural dynamics, v. 31, (4), 2002, APR, p. 1007-1023
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.

Spectral density estimation of stochastic vector processes

Probabilistic engineering mechanics, v. 17, (3), 2002, JUL, p. 265-272
Yuen, Ka-Veng; Katafygiotis, Lambros S.; Beck, James L.

Tangential-projection algorithm for manifold representation in unidentifiable model updating problems

Earthquake engineering & structural dynamics, v. 31, (4), 2002, APR, p. 791-812
Katafygiotis, Lambros S.; Lam, Heung Fai

Conference paper 2

A New Efficient MCMC Based Simulation Methodology for Reliability Calculations

Proc. Fifth World Congress on Computational Mechanics (WCCM V)
Katafygiotis, Lambros; Cheung, Sai Hung

A Novel Markov Chain Monte Carlo Based Simulation Method for Solving Structural Reliability Problems

Proc. Fifth European Conference on Structural Dynamics (EURODYN 2002), 789-794
Katafygiotis, Lambros; Cheung, Sai Hung, Joseph

Article 6

A Bayesian Methodology for Structural Integrity and Reliability Assessment

International Journal of Advanced Manufacturing Systems, 4, (1), 2001, p. 93-100
Papadimitriou, Costas; Katafygiotis, Lambros

Bayesian modal updating by use of ambient data

AIAA journal, v. 39, (2), 2001, FEB, p. 271-278
Katafygiotis, Lambros S.; Yuen, Ka-Veng; Chen, Jay Chung

Bayesian spectral density approach for modal updating using ambient data

Earthquake engineering & structural dynamics, v. 30, (8), 2001, AUG, p. 1103-1123
Katafygiotis, Lambros S.; Yuen, Ka-Veng

Bayesian time-domain approach for modal updating using ambient data

Probabilistic engineering mechanics, v. 16, (3), 2001, JUL, p. 219-231
Yuen, Ka-Veng; Katafygiotis, Lambros S.

Optimal sensor placement methodology for identification with unmeasured excitation

Journal OF dynamic SYSTEMS Measurement and control-transactions OF The ASME, v. 123, (4), 2001, DEC, p. 677-686
Yuen, Ka-Veng; Katafygiotis, Lambros S.; Papadimitriou, Costas; Mickleborough, Neil Colin

Updating robust reliability using structural test data

Probabilistic engineering mechanics, v. 16, (2), 2001, APR, p. 103-113
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.

Conference paper 3

A Benchmark Problem for Structural Health Monitoring and Damage Detection

3rd International Workshop on Structural Control, 317-324
Johnson, Erik; Lam, Heung Fai; Katafygiotis, Lambros; Beck, Jim

A Simulated Data Benchmark Problem in Structural Health Monitoring

3rd Intl. Workshop on Structural Health Monitoring
Johnson, Erik; Lam, Heung Fai; Katafygiotis, Lambros; Beck, Jim

Damage Detection for a Benchmark Structure using One-step and Two-step Probabilistic Approaches

3rd Intl. Workshop on Structural Health Monitoring, 478-487
Beck, Jim; Katafygiotis, Lambros; Yuen, Ka Veng; Lam, Heung Fai

Article 1

Treatment of unidentifiability in structural model updating

Advances in Structural Engineering, v. 3, (1), 2000, p. 19-39
Katafygiotis, Lambros; Lam, Heung-Fai; Papadimitriou, Costas

Conference paper 2

Application of a Statistical Approach on a Benchmark Damage Detection Problem

EM2000 Fourteenth Engineering Mechanics Conference, ASCE, Austin, Texas, USA, May 2000
Mickleborough, Neil C.; Katafygiotis, L.S.; Lam, H.F.

Simulation of homogeneous and partially isotropic random fields

APPLICATIONS OF STATISTICS AND PROBABILITY, VOLS 1 AND 2: CIVIL ENGINEERING RELIABILITY AND RISK ANALYSIS, 2000, p. 95-102
Katafygiotis, LS; Pachakis, D.; Zerva, A.

Article 4

Asymptotic 2p-moment stability of stochastic linear systems

Mechanics research communications, v. 26, (1), 1999, JAN-FEB, p. 21-29
Papadimitriou, Costas; Katafygiotis, Lambros S.; Beck, James L.

Averaging and stability of quasilinear functional differential equations with Markov parameters

Journal of Applied Mathematics and Stochastic Analysis, v. 12, (1), 1999, p. 1-15
Katafygiotis, Lambros S.; Tsarkov, Yevgeny

Response cumulants of nonlinear systems subject to external and multiplicative excitations

Probabilistic engineering mechanics, v. 14, (1-2), 1999, JAN-APR, p. 149-160
Papadimitriou, Costas; Katafygiotis, Lambros S.; Lutes, Loren D.

Simulation of homogeneous and partially isotropic random fields

Journal OF engineering mechanics-asce, v. 125, (10), 1999, OCT, p. 1180-1189
Katafygiotis, Lambros S.; Zerva, Aspasia; Malyarenko, Anatoliy A.

Conference paper 4

A methodology for treating non-identifiability in model updating

STOCHASTIC STRUCTURAL DYNAMICS, 1999, p. 379-386
Katafygiotis, LS; Lam, HF

A probabilistic framework for model updating and structural health monitoring

STRUCTURAL ENGINEERING AND MECHANICS, VOLS 1 AND 2, 1999, p. 1335-1340
Lam, HF; Katafygiotis, LS; Chang, TYP

An optimal sensor location methodology for designing modal experiments

STRUCTURAL DYNAMICS, VOLS 1 AND 2, 1999, p. 617-622
Katafygiotis, LS; Yuen, KV; Papadimitriou, C.

Statistical modal identification using ambient or strong wind response data

STOCHASTIC STRUCTURAL DYNAMICS, 1999, p. 387-394
Katafygiotis, LS; Yuen, KV

Article 3

A probabilistic approach to structural model updating

Soil dynamics and earthquake engineering, v. 17, (7-8), 1998, OCT-DEC, p. 495-507
Katafygiotis, Lambros S.; Papadimitriou, Costas; Lam, Heung Fai

Updating models and their uncertainties. I: Bayesian statistical framework

Journal OF engineering mechanics-asce, v. 124, (4), 1998, APR, p. 455-461
Beck, James L.; Katafygiotis, Lambros S.

Updating models and their uncertainties. II: Model identifiability

Journal OF engineering mechanics-asce, v. 124, (4), 1998, APR, p. 463-467
Katafygiotis, Lambros S.; Beck, James L.

Conference paper 5

Bayesian modal updating using ambient data

Proceedings of the International Modal Analysis Conference - IMAC, v. 1, 1998, p. 667-673
Katafygiotis, Lambros S.; Lam, Heung Fai; Yuen, Ka-Veng

On stability of linear dynamical systems with small Markov perturbations

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 763-770
Katafygiotis, LS; Papadimitriou, C.; Tsarkov, Y.

Optimal control of structures: A reliability-based approach

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 999-1006
Katafygiotis, LS; Papadimitriou, C.; Au, SK

Probabilistic model updating using dynamic data

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 603-610
Katafygiotis, LS; Lam, HF; Papadimitriou, C.

Statistical Identification of Structural Modal Parameters Using Ambient Response Data

3rd International Conference on Computational Stochastic Mechanics, Santorini, Greece, June 1998
Mickleborough, Neil C.; Katafygiotis, L.S.; Yuen, K.V.

Article 3

Asymptotic expansions for reliability and moments of uncertain systems

Journal OF engineering mechanics-asce, v. 123, (12), 1997, DEC, p. 1219-1229
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.

Mean-square stability of linear stochastic dynamical systems under parametric wide-band excitations

Probabilistic engineering mechanics, v. 12, (3), 1997, JUL, p. 137-147
Katafygiotis, Lambros S.; Papadimitriou, Costas; Tsarkov, Yevgeny

Mean-square stability of linear systems with small bounded stochastic perturbations of their coefficients

Mechanics research communications, v. 24, (3), 1997, MAY-JUN, p. 231-236
Katafygiotis, Lambros S.; Papadimitriou, Costas; Tsarkov, Yevgeny

Conference paper 1

A probabilistic approach to structural health monitoring using dynamic data

International Workshop on Structural Health Monitoring; Stanford, CA; USA; 18-20 Sept. 1997, pp. 152-163. 1997
Katafygiotis, L.S.; Lam, H.F.

Article 5

Approximation of Homogeneous Gaussian Random Fields with the Help of Cubature Formulas

Theory of Stochastic Processes, v. 2, (18), 1996, p. 60-66
Katafygiotis, Lambros; Malyarenko, A.A.; Papadimitriou, C.

Dynamic response variability of structures with uncertain properties

Earthquake engineering & structural dynamics, v. 25, (8), 1996, AUG, p. 775-793
Katafygiotis, Lambros S.; Papadimitriou, Costas

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. I. Bounded Coefficients

Random Operators and Stochastic Equations, v. 4, (2), 1996, p. 133-154
Katafygiotis, Lambros; Tsarkov, Yevgeny

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. II. Diffusion Coefficients

Random Operators and Stochastic Equations, v. 4, (3), 1996, p. 251-272
Katafygiotis, Lambros; Tsarkov, Yevgeny

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. III. Markov Impulse Perturbations

Random Operators and Stochastic Equations, v. 4, (4), 1996, p. 315-338
Katafygiotis, Lambros; Tsarkov, Ye F.

Conference paper 4

Asymptotic approximation of reliability integrals for uncertain systems

PROBABILISTIC MECHANICS & STRUCTURAL RELIABILITY: PROCEEDINGS OF THE SEVENTH SPECIALTY CONFERENCE, 1996, p. 574-577
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.

On moment stability of Markov dynamical systems

PROBABILISTIC MECHANICS & STRUCTURAL RELIABILITY: PROCEEDINGS OF THE SEVENTH SPECIALTY CONFERENCE, 1996, p. 546-549
Katafygiotis, Lambros; Tsarkov, Yevgeny

Response cumulants of nonlinear systems subject to external and multiplicative excitations

Probabilistic Mechanics and Structural and Geotechnical Reliability: Proceedings of the Specialty Conference, 1996, p. 744-747
Papadimitriou, Costas; Katafygiotis, Lambros; Lutes, Loren D.

Response Statistics and Reliability of Uncertain Nonlinear Systems Subjected to Random Loads

Proc. Eleventh World Conference on Earthquake Engineering, Acapulco, Mexico, Oxford: Elsevier Science Ltd, June 23-28 1996, Paper No. 955
Papadimitriou, C.; Katafygiotis, Lambros

Article 3

A VERY EFFICIENT MOMENT CALCULATION METHOD FOR UNCERTAIN LINEAR DYNAMIC-SYSTEMS

Probabilistic engineering mechanics, v. 10, (2), 1995, p. 117-128
Katafygiotis, Lambros S.; Beck, James L.

Approximate analysis of response variability of uncertain linear systems

Probabilistic engineering mechanics, v. 10, (4), 1995, p. 251-264
Papadimitriou, Costas; Katafygiotis, Lambros S.; Beck, James L.

On Stability of Linear Stochastic Differential Equations

Random Operators and Stochastic Equations, v. 3, (4), 1995, p. 333-346
Katafygiotis, Lambros; Tsarkov, Y.

Conference paper 2

Determination of Stiffness Changes from Modal Parameter Changes for Structural Health Monitoring

Proc. First World Conference on Structural Control, Pasadena, CA, Los Angeles: USC, August 3-5 1994, TA3: 13-22
Beck, J.L.; Vanik, M.W.; Katafygiotis, Lambros

Use of Strong Motion Records for Model Evaluation and Seismic Analysis of a Bridge Structure

Proc. Fifth National Earthquake Engineering Conference (5NCEE), Chicago, July 1994, EERI, p. 511-520
Werner, S.D.; Crouse, C.B.; Katafygiotis, Lambros; Beck, J.L.

Conference paper 2

Approximate Analysis of Response Statistics of Uncertain MDOF Linear Systems

Proc. 6th International Conference on Structural Safety and Reliability (ICOSSAR' 93), Edited by G.I. Schueller, M. Shinozuka, and J.T.P. Yao. Rotterdam: A. A. Balkema, August 9-13 1993, p. 283-290
Papadimitriou, C.; Katafygiotis, Lambros; Wang, B.

Seismic analysis of Meloland road overcrossing using calibrated structural and foundation models

Proc. Structures Congress '93, Irvine, California, Edited by A. Ang and R. Villaverde. New York: ASCE, April 19-21 1993, p. 367-372
Werner, Stuart D.; Beck, James L.; Katafygiotis, Lambros; Nisar, Ahmed

Conference paper 3

Probabilistic System Identification and Health Monitoring of Structures

Proc. 10th World Conference on Earthquake Engineering, Madrid, Spain, Rotterdam: A.A. Balkema, July 19-24 1992, p. 3721-3726
Beck, J.L.; Katafygiotis, Lambros

System Identification for Damage Assessment Utilizing Dynamic Test Data

Proc. ASCE Specialty Conference on Probabilistic Mechanics and Structural and Geotechnical Reliability, Denver, 1992
Beck, J.L.; Katafygiotis, Lambros

Updating Dynamic Models and their Associated Uncertainties for Structural Systems

Proc. 9th Engineering Mechanics Conference, ASCE, College Station, Texas, Edited by L.D. Lutes and J.M. Niedzwecki. New York: ASCE, May 24-27 1992, p. 681-684
Beck, J.L.; Katafygiotis, Lambros

Conference paper 3

An Efficient Treatment of Model Uncertainties for the Dynamic Response of Structures

Proc. 1st International Conference on Computational Stochastic Mechanics, Corfu, Greece, Edited by P.D. Spanos and C.A. Brebbia. Boston: Computational Mechanics Publications, September 1991, p. 661-771
Katafygiotis, Lambros; Beck, J.L.

Probabilistic Approach to Structural Health Monitoring from Dynamic Testing

Proc. Intl. Workshop on Technology for Hong Kong's Infrastructure Development, Hong Kong, Edited by J.C. Chen and J.L. Beck, December 19-20 1991, p. 291-305
Katafygiotis, Lambros; Beck, J.L.

Updating of a Model and its Uncertainties Utilizing Dynamic Test Data

Proc. 1st International Conference on Computational Stochastic Mechanics, Corfu, Greece, Edited by P.D. Spanos and C.A. Brebbia. Boston: Computational Mechanics Publications, September 1991, p. 125-136
Katafygiotis, Lambros; Beck, J.L.

Conference paper 1

Uniqueness in Structural System Identification

Proc. U.S. National Workshop on Structural Control Research, University of Southern California, Edited by G.W. Housner and S.F. Masri. USC, Publication No. CE-9013, October 25-26 1990, p. 136-140
Katafygiotis, Lambros; Beck, J.L.

Conference paper 1

Treating Model Uncertainties in Structural Dynamics

Proc. 9th World Conference on Earthquake Engineering, Tokyo, Japan, v. V, 1988, p. 301-306
Katafygiotis, Lambros; Beck, J.L.

2018 4

A Hierarchical Bayesian Framework for System Identification of Dynamical Systems

Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

A Time-domain Hierarchical Bayesian Approach for Model Updating

Sedehi, Omid; Katafygiotis, Lambros; Papadimitriou, Costas
Conference paper

Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics using a Hierarchical Bayesian Framework

Katafygiotis, Lambros; Sedehi, Omid; Papadimitriou, Costas
Conference paper

Estimation of bridge frequency from traversing vehicle by short-time stochastic subspace identification

Jin, Nan; Paraskeva, Themelina; Dimitrakopoulos, Ilias; Katafygiotis, Lambros
Conference paper

2017 1

Bayesian Time-Domain Model Updating Considering Correlation of Prediction Errors

Katafygiotis, Lambros; Sedehi, Omid; Rofooei, F
Conference paper

2016 4

An efficient simulation method for the first excursion problem of linear structures subjected to stochastic wind loads

Computers and Structures, v. 166, April 2016, p. 75-84
Wang, Jia; Katafygiotis, Lambros; Feng, Zhouquan
Article

Application of Transmissibility Matrix and Random Matrix to Bayesian System Identification with Response Measurements Only

Smart Materials and Structures, v. 25, (10), September 2016, article number 105017
Yan, Wangji; Katafygiotis, Lambros
Article

Estimation of bridge frequencies from the vibration response of a moving vehicle using an integrated vehicle-bridge interaction analysis

Jin, Nan; Paraskeva, Themelina; Katafygiotis, Lambros; Dimitrakopoulos, Ilias
Conference paper

The Effect of Non-Synchronous Sensing on Structural Identification and Its Correction

Smart Structures and Systems, v. 18, (3), September 2016, p. 541-568
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

2015 4

A novel Bayesian approach for structural model updating utilizing statistical modal information from multiple setups

Structural Safety, v. 52, (PB), January 2015, p. 260-271
Yan, Wang-Ji; Katafygiotis, Lambros S.
Article

A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part I: Posterior most probable value and uncertainty

Mechanical Systems and Signal Processing, v. 54, March 2015, p. 139-155
Yan, Wang-Ji; Katafygiotis, Lambros S.
Article

A two-stage fast Bayesian spectral density approach for ambient modal analysis. Part II: Mode shape assembly and case studies

Mechanical Systems and Signal Processing, v. 54, March 2015, p. 156-171
Yan, Wang-Ji; Katafygiotis, Lambros S.
Article

Explicit closed-form approximation for uncertainty behavior of operational modal analysis: correlation and parametric analysis

Yan, Wangji; Katafygiotis, Lambros
Conference paper

2014 9

Modal decomposition using multi-channel response measurements

Probabilistic Engineering Mechanics, v. 37, 2014, p. 60-73
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Reliability-based optimal design of linear structures subjected to stochastic excitations

Structural Safety, v. 47, March 2014, p. 29-38
Wang, Jia; Katafygiotis, Lambros
Article

A variable separation technique for fast Bayesian operational modal analysis in the frequency domain

Yan, Wangji; Katafygiotis, Lambros
Conference paper

Bayesian model updating based on modal flexibility for structural health monitoring

Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, Edited by A. Cunha, E. Caetano, P. Ribeiro, G. Müller. European Association for Structural Dynamics (EASD), 2014, p. 177-184
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

Decentralized bayesian substructuring damage detection approach using nonstationary response measurements

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures, Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor & Francis Group, 2014, p. 2065-2070
Yan, Wangji; Katafygiotis, Lambros S.
Conference paper

Efficient Model Updating with Incomplete Modal Data for Structural Health Monitoring

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures / Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor & Francis Group, 2014, p. 1885-1892
Feng, Zhouquan; Katafygiotis, Lambros S.
Conference paper

Fast Bayesian approach for ambient modal analysis and model updating: Experimental studies using wireless sensors

Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, Edited by A. Cunha, E. Caetano, P. Ribeiro, G. Müller. European Association for Structural Dynamics (EASD), 2014, p. 3015-3020
Yan, Wangji; Katafygiotis, Lambros
Conference paper

Incomplete Modal Data-based Structural Model Updating Accommodating Multiple Uncertainties by Employing Wireless Sensor Network

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures / Edited by George Deodatis, Bruce R. Ellingwood, Dan M. Frangopol. CRC Press - Taylor and Francis Group, 2014, p. 461-467
Yan, Wangji; Katafygiotis, Lambros S.
Conference paper

Mode Shape Assembly for Ambient Modal Analysis using a Two-stage Bayesian Spectral Density Approach

ECCOMAS Thematic Conference - COMPDYN 2013: 4th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Proceedings / Edited by M. Papadrakakis, V. Papadopoulos, V. Plevris. Greece : National Technical University of Athens (NTUA), 2014, p. 1460-1468
Yan, Wangji; Katafygiotis, Lambros
Conference paper

2013 1

Transitional Markov Chain Monte Carlo Simulation for Reliability-based Optimization

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, 2013, p. 1593-1599
Wang, Jia; Katafygiotis, Lambros S.; Noori, Mohammad N.
Conference paper

2012 4

Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions

Computers & structures, v. 92, 2012, p. 283-296
Zuev, Konstantin M.; Beck, James L.; Au, Siukui; Katafygiotis, Lambros S.
Article

Discussion of paper by F. Miao and M. Ghosn " Modified subset simulation method for reliability analysis of structural systems", Structural Safety, 33:251-260, 2011

Stuctural Safety, v. 34, (1), 2012, Jan, p. 379-380
Au, Siukui; Beck, James L.; Zuev, Konstantin M.; Katafygiotis, Lambros S.
Article

A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of closely spaced modes

Joint Conference of the Engineering Mechanics Institute and 11th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability (EMI/PMC 2012), Notre Dame, 17-20 June 2012
Yan, Wang-ji; Katafygiotis, Lambros
Conference paper

A two-stage Bayesian approach for ambient modal analysis using wireless sensor: case of separated modes

Proc. of the fifth Asian-Pacific Symposium on Structural Reliability and its Applications, Singapore, 22-25 May 2012, p.731-736
Yan, Wang-ji; Katafygiotis, Lambros
Conference paper

2011 6

Modified Metropolis-Hastings algorithm with delayed rejection

Probabilistic engineering mechanics, v. 26, (3), July 2011, p. 405-412
Zuev, Konstantin M.; Katafygiotis, Lambros S.
Article

The Horseracing Simulation algorithm for evaluation of small failure probabilities

Probabilistic engineering mechanics, v. 26, (2), April 2011, p. 157-164
Zuev, Konstantin M.; Katafygiotis, Lambros S.
Article

A Method for Correcting Synchronization Errors in Wireless Sensors for Structural Modal Identification

Procedia Engineering, v. 14, 2011, p. 498-505
Feng, Zhouquan; Katafygiotis, Lambros S.
Conference paper

Bayesian spectral decomposition method for operational modal identification in wireless sensor network

ECCOMAS Thematic Conference - COMPDYN 2011: 3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering: An IACM Special Interest Conference, Programme, 2011
Feng, Zhouquan; Katafygiotis, Lambros S.
Conference paper

On the optimal scaling of the modified metropolis-hastings algorithm

Applications of Statistics and Probability in Civil Engineering -Proceedings of the 11th International Conference on Applications of Statistics and Probability in Civil Engineering, 2011, p. 2836-2843
Zuev, Konstantin M.; Beck, James L.; Katafygiotis, Lambros S.
Conference paper

The Effect of Non-synchronous Sensing in Wireless Sensors on Structural Modal Identification

3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2011), Corfu, Greece, 25-28 May 2011
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

2010 6

Introduction

Computer-Aided Civil and Infrastructure Engineering, v. 25, (5), 2010, July, p. 303
Beck, James L.; Graf, Wolfgang; Katafygiotis, Lambros S.
Article

SPECIAL ISSUE Computational Intelligence in Structural Engineering and Mechanics Introduction

Computer-aided civil and infrastructure engineering, v. 25, July 2010, p. 303
Beck, James L.; Graf, Wolfgang; Katafygiotis, Lambros
Article

Special issue of the Journal of Structural Safety in honor of Professor James L. Beck Preface

Structural safety, v. 32, 2010, p. 273-274
Katafygiotis, Lambros S.; Papadimitriou, Costas
Article

Spherical subset simulation (S3) for solving non-linear dynamical reliability problems

International journal of reliability and safety, v. 4, (2-3), 2010, p. 122-138
Katafygiotis, Lambros S.; Cheung, Saihung; Yuen, Ka-Veng
Article

A methodology for correcting synchronization errors in wireless sensors for structural modal identification

Twelfth East Asia-Pacific Conference on Structural Engineering and Construction (EASEC-12), Hong Kong, China, Jan 26-28, 2011
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

The Effect of Non-Synchronous Sensing on Structural Modal Identification in Wireless Sensor Network:Estimation and Elimination

Engineering Mechanics Institute 2010 (EMI2010), Los Angeles, USA, Aug 8-11, 2010
Feng, Zhouquan; Katafygiotis, Lambros
Conference paper

2009 1

Reliability analysis of wind-excited structures using domain decomposition method and line sampling

Structural Engineering and Mechanics, v. 32, (1, Sp. Iss. SI), 2009, MAY 10, p. 37-53
Katafygiotis, Lambros S.; Wang, Jia
Article

2008 3

Geometric insight into the challenges of solving high-dimensional reliability problems

Probabilistic engineering mechanics, v. 23, (2-3), 2008, APR-JUL, p. 208-218
Katafygiotis, Lambros S.; Zuev, Konstantin M.
Article

Structural Reliability and its Applications: Proceedings of the Fourth Asian-Pacific Symposium on Structural Reliability and Its Applications (APSSRA'08), June 19-20, 2008

Katafygiotis, Lambros S.; Zhang, Limin; Tang, Wilson H.; Cheung, Moe M.S.
Book

Identification of crack locations and extents by Bayesian model class selection

Proceedings of the World Forum on Smart Materials and Smart Structures Technology, SMSST'07, 2008, p. 213-214
Lam, Heung Fai; Ng, Ching Tai; Katafygiotis, Lambros S.
Conference paper

2007 3

Amplitude variability in simulated incoherent seismic ground motions

Journal OF engineering mechanics-asce, v. 133, (7), 2007, JUL, p. 844-848
Pachakis, Dimitris; Katafygiotis, Lambros S.; Zerva, Aspasia
Article

Application of spherical subset simulation method and auxiliary domain method on a benchmark reliability study

Structural safety, v. 29, (3), 2007, p. 194-207
Katafygiotis, Lambros S.; Cheung, Saihung
Article

Auxiliary domain method for solving multi-objective dynamic reliability problems for nonlinear structures

Structural Engineering and Mechanics, v. 25, (3), 2007, FEB 20, p. 347-363
Katafygiotis, Lambros; Moan, Torgeir; Cheung, Sai Hung
Article

2006 4

Domain decomposition method for calculating the failure probability of linear dynamic systems subjected to Gaussian stochastic loads

Journal OF engineering mechanics-asce, v. 132, (5), 2006, MAY, p. 475-486
Katafygiotis, Lambros S.; Cheung, Saihung
Article

Efficient model updating and health monitoring methodology using incomplete modal data without mode matching

Structural control & health monitoring, v. 13, (1), 2006, JAN-FEB, p. 91-107
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.
Article

Substructure identification and health monitoring using noisy response measurements only

Computer-aided civil and infrastructure engineering, v. 21, (4), 2006, MAY, p. 280-291
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Unified probabilistic approach for model updating and damage detection

Journal OF Applied mechanics-transactions OF The ASME, v. 73, (4), 2006, JUL, p. 555-564
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.
Article

2005 4

A two-stage Subset Simulation-based approach for calculating the reliability of inelastic structural systems subjected to Gaussian random excitations

Computer methods in applied mechanics and engineering, v. 194, (12-16), 2005, p. 1581-1595
Katafygiotis, Lambros S.; Cheung, Saihung
Article

An efficient simulation method for reliability analysis of linear dynamical systems using simple additive rules of probability

Probabilistic engineering mechanics, v. 20, (1), 2005, JAN, p. 109-114
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Model updating using noisy response measurements without knowledge of the input spectrum

Earthquake engineering & structural dynamics, v. 34, (2), 2005, FEB, p. 167-187
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Substructure Identification with Response Measurements Only

Proc. 9th Intl. Conference on Structural Safety and Reliability (ICOSSAR’05), Rome, Italy, June 19-23, 2005 (CD ROM).
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Conference paper

2004 6

Application of a statistical model updating approach on phase I of the IASC-ASCE structural health monitoring benchmark study

Journal OF engineering mechanics-asce, v. 130, (1), 2004, JAN, p. 34-48
Lam, Heung Fai; Katafygiotis, Lambros S.; Mickleborough, Neil Colin
Article

Phase I IASC-ASCE structural health monitoring benchmark problem using simulated data

Journal OF engineering mechanics-asce, v. 130, (1), 2004, JAN, p. 3-15
Johnson, Erik A.; Lam, Heung Fai; Katafygiotis, Lambros S.; Beck, James L.
Article

Wedge simulation method for calculating the reliability of linear dynamical systems

Probabilistic engineering mechanics, v. 19, (3), 2004, JUL, p. 229-238
Katafygiotis, Lambros S.; Cheung, Saihung
Article

An Efficient Approach for Solving Nonlinear Dynamic Reliability Problems with Multiple Performance Objectives

Proc. Symposium on Natural Disasters Reduction, HKUST, Hong Kong, Nov. 5-6, 2004.
Katafygiotis, Lambros S.; Cheung, Sai Hung
Conference paper

Auxiliary Domain Method for Solving Multi-Objective Dynamic Reliability Problems for Nonlinear Structures

Proceedings of the Third International Conference on Advances in Structural Engineering and Mechanics (ASEM’04), 1325-1335
Katafygiotis, Lambros S.; Cheung, Sai Hung
Conference paper

Auxiliary Domain Method for Solving Nonlinear Reliability Problems

Proceedings 9th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability (PMC2004) (CD-ROM)
Katafygiotis, Lambros S.; Cheung, Sai Hung
Conference paper

2003 5

Bayesian fast Fourier transform approach for modal updating using ambient data

Advances in Structural Engineering, v. 6, (2), 2003, p. 81-95
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

An efficient method for calculation of reliability integrals

ADVANCES IN STOCHASTIC STRUCTURAL DYNAMICS, 2003, p. 263-270
Katafygiotis, L.; Cheung, JSH
Conference paper

MCMC based simulation methodology for reliability calculations

COMPUTATIONAL STOCHASTIC MECHANICS, 2003, p. 293-299
Katafygiotis, Lambros; Cheung, Joseph Sai Hung
Conference paper

On the calculation of the failure probability corresponding to a union of linear failure domains

COMPUTATIONAL STOCHASTIC MECHANICS, 2003, p. 301-309
Katafygiotis, Lambros; Cheung, Joseph Sai Hung
Conference paper

Wedge simulation method for calculation of reliability of linear systems subjected to Gaussian random excitations

ADVANCES IN STOCHASTIC STRUCTURAL DYNAMICS, 2003, p. 271-278
Katafygiotis, L.; Cheung, JSH
Conference paper

2002 6

Bayesian modal updating using complete input and incomplete response noisy measurements

Journal OF engineering mechanics-asce, v. 128, (3), 2002, MAR, p. 340-350
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Probabilistic approach for modal identification using non-stationary noisy response measurements only

Earthquake engineering & structural dynamics, v. 31, (4), 2002, APR, p. 1007-1023
Yuen, Ka-Veng; Beck, James L.; Katafygiotis, Lambros S.
Article

Spectral density estimation of stochastic vector processes

Probabilistic engineering mechanics, v. 17, (3), 2002, JUL, p. 265-272
Yuen, Ka-Veng; Katafygiotis, Lambros S.; Beck, James L.
Article

Tangential-projection algorithm for manifold representation in unidentifiable model updating problems

Earthquake engineering & structural dynamics, v. 31, (4), 2002, APR, p. 791-812
Katafygiotis, Lambros S.; Lam, Heung Fai
Article

A New Efficient MCMC Based Simulation Methodology for Reliability Calculations

Proc. Fifth World Congress on Computational Mechanics (WCCM V)
Katafygiotis, Lambros; Cheung, Sai Hung
Conference paper

A Novel Markov Chain Monte Carlo Based Simulation Method for Solving Structural Reliability Problems

Proc. Fifth European Conference on Structural Dynamics (EURODYN 2002), 789-794
Katafygiotis, Lambros; Cheung, Sai Hung, Joseph
Conference paper

2001 9

A Bayesian Methodology for Structural Integrity and Reliability Assessment

International Journal of Advanced Manufacturing Systems, 4, (1), 2001, p. 93-100
Papadimitriou, Costas; Katafygiotis, Lambros
Article

Bayesian modal updating by use of ambient data

AIAA journal, v. 39, (2), 2001, FEB, p. 271-278
Katafygiotis, Lambros S.; Yuen, Ka-Veng; Chen, Jay Chung
Article

Bayesian spectral density approach for modal updating using ambient data

Earthquake engineering & structural dynamics, v. 30, (8), 2001, AUG, p. 1103-1123
Katafygiotis, Lambros S.; Yuen, Ka-Veng
Article

Bayesian time-domain approach for modal updating using ambient data

Probabilistic engineering mechanics, v. 16, (3), 2001, JUL, p. 219-231
Yuen, Ka-Veng; Katafygiotis, Lambros S.
Article

Optimal sensor placement methodology for identification with unmeasured excitation

Journal OF dynamic SYSTEMS Measurement and control-transactions OF The ASME, v. 123, (4), 2001, DEC, p. 677-686
Yuen, Ka-Veng; Katafygiotis, Lambros S.; Papadimitriou, Costas; Mickleborough, Neil Colin
Article

Updating robust reliability using structural test data

Probabilistic engineering mechanics, v. 16, (2), 2001, APR, p. 103-113
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.
Article

A Benchmark Problem for Structural Health Monitoring and Damage Detection

3rd International Workshop on Structural Control, 317-324
Johnson, Erik; Lam, Heung Fai; Katafygiotis, Lambros; Beck, Jim
Conference paper

A Simulated Data Benchmark Problem in Structural Health Monitoring

3rd Intl. Workshop on Structural Health Monitoring
Johnson, Erik; Lam, Heung Fai; Katafygiotis, Lambros; Beck, Jim
Conference paper

Damage Detection for a Benchmark Structure using One-step and Two-step Probabilistic Approaches

3rd Intl. Workshop on Structural Health Monitoring, 478-487
Beck, Jim; Katafygiotis, Lambros; Yuen, Ka Veng; Lam, Heung Fai
Conference paper

2000 3

Treatment of unidentifiability in structural model updating

Advances in Structural Engineering, v. 3, (1), 2000, p. 19-39
Katafygiotis, Lambros; Lam, Heung-Fai; Papadimitriou, Costas
Article

Application of a Statistical Approach on a Benchmark Damage Detection Problem

EM2000 Fourteenth Engineering Mechanics Conference, ASCE, Austin, Texas, USA, May 2000
Mickleborough, Neil C.; Katafygiotis, L.S.; Lam, H.F.
Conference paper

Simulation of homogeneous and partially isotropic random fields

APPLICATIONS OF STATISTICS AND PROBABILITY, VOLS 1 AND 2: CIVIL ENGINEERING RELIABILITY AND RISK ANALYSIS, 2000, p. 95-102
Katafygiotis, LS; Pachakis, D.; Zerva, A.
Conference paper

1999 8

Asymptotic 2p-moment stability of stochastic linear systems

Mechanics research communications, v. 26, (1), 1999, JAN-FEB, p. 21-29
Papadimitriou, Costas; Katafygiotis, Lambros S.; Beck, James L.
Article

Averaging and stability of quasilinear functional differential equations with Markov parameters

Journal of Applied Mathematics and Stochastic Analysis, v. 12, (1), 1999, p. 1-15
Katafygiotis, Lambros S.; Tsarkov, Yevgeny
Article

Response cumulants of nonlinear systems subject to external and multiplicative excitations

Probabilistic engineering mechanics, v. 14, (1-2), 1999, JAN-APR, p. 149-160
Papadimitriou, Costas; Katafygiotis, Lambros S.; Lutes, Loren D.
Article

Simulation of homogeneous and partially isotropic random fields

Journal OF engineering mechanics-asce, v. 125, (10), 1999, OCT, p. 1180-1189
Katafygiotis, Lambros S.; Zerva, Aspasia; Malyarenko, Anatoliy A.
Article

A methodology for treating non-identifiability in model updating

STOCHASTIC STRUCTURAL DYNAMICS, 1999, p. 379-386
Katafygiotis, LS; Lam, HF
Conference paper

A probabilistic framework for model updating and structural health monitoring

STRUCTURAL ENGINEERING AND MECHANICS, VOLS 1 AND 2, 1999, p. 1335-1340
Lam, HF; Katafygiotis, LS; Chang, TYP
Conference paper

An optimal sensor location methodology for designing modal experiments

STRUCTURAL DYNAMICS, VOLS 1 AND 2, 1999, p. 617-622
Katafygiotis, LS; Yuen, KV; Papadimitriou, C.
Conference paper

Statistical modal identification using ambient or strong wind response data

STOCHASTIC STRUCTURAL DYNAMICS, 1999, p. 387-394
Katafygiotis, LS; Yuen, KV
Conference paper

1998 8

A probabilistic approach to structural model updating

Soil dynamics and earthquake engineering, v. 17, (7-8), 1998, OCT-DEC, p. 495-507
Katafygiotis, Lambros S.; Papadimitriou, Costas; Lam, Heung Fai
Article

Updating models and their uncertainties. I: Bayesian statistical framework

Journal OF engineering mechanics-asce, v. 124, (4), 1998, APR, p. 455-461
Beck, James L.; Katafygiotis, Lambros S.
Article

Updating models and their uncertainties. II: Model identifiability

Journal OF engineering mechanics-asce, v. 124, (4), 1998, APR, p. 463-467
Katafygiotis, Lambros S.; Beck, James L.
Article

Bayesian modal updating using ambient data

Proceedings of the International Modal Analysis Conference - IMAC, v. 1, 1998, p. 667-673
Katafygiotis, Lambros S.; Lam, Heung Fai; Yuen, Ka-Veng
Conference paper

On stability of linear dynamical systems with small Markov perturbations

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 763-770
Katafygiotis, LS; Papadimitriou, C.; Tsarkov, Y.
Conference paper

Optimal control of structures: A reliability-based approach

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 999-1006
Katafygiotis, LS; Papadimitriou, C.; Au, SK
Conference paper

Probabilistic model updating using dynamic data

STRUCTURAL SAFETY AND RELIABILITY, VOLS. 1-3, 1998, p. 603-610
Katafygiotis, LS; Lam, HF; Papadimitriou, C.
Conference paper

Statistical Identification of Structural Modal Parameters Using Ambient Response Data

3rd International Conference on Computational Stochastic Mechanics, Santorini, Greece, June 1998
Mickleborough, Neil C.; Katafygiotis, L.S.; Yuen, K.V.
Conference paper

1997 4

Asymptotic expansions for reliability and moments of uncertain systems

Journal OF engineering mechanics-asce, v. 123, (12), 1997, DEC, p. 1219-1229
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.
Article

Mean-square stability of linear stochastic dynamical systems under parametric wide-band excitations

Probabilistic engineering mechanics, v. 12, (3), 1997, JUL, p. 137-147
Katafygiotis, Lambros S.; Papadimitriou, Costas; Tsarkov, Yevgeny
Article

Mean-square stability of linear systems with small bounded stochastic perturbations of their coefficients

Mechanics research communications, v. 24, (3), 1997, MAY-JUN, p. 231-236
Katafygiotis, Lambros S.; Papadimitriou, Costas; Tsarkov, Yevgeny
Article

A probabilistic approach to structural health monitoring using dynamic data

International Workshop on Structural Health Monitoring; Stanford, CA; USA; 18-20 Sept. 1997, pp. 152-163. 1997
Katafygiotis, L.S.; Lam, H.F.
Conference paper

1996 9

Approximation of Homogeneous Gaussian Random Fields with the Help of Cubature Formulas

Theory of Stochastic Processes, v. 2, (18), 1996, p. 60-66
Katafygiotis, Lambros; Malyarenko, A.A.; Papadimitriou, C.
Article

Dynamic response variability of structures with uncertain properties

Earthquake engineering & structural dynamics, v. 25, (8), 1996, AUG, p. 775-793
Katafygiotis, Lambros S.; Papadimitriou, Costas
Article

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. I. Bounded Coefficients

Random Operators and Stochastic Equations, v. 4, (2), 1996, p. 133-154
Katafygiotis, Lambros; Tsarkov, Yevgeny
Article

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. II. Diffusion Coefficients

Random Operators and Stochastic Equations, v. 4, (3), 1996, p. 251-272
Katafygiotis, Lambros; Tsarkov, Yevgeny
Article

Mean Square Stability of Linear Dynamical Systems with Small Markov Perturbations. III. Markov Impulse Perturbations

Random Operators and Stochastic Equations, v. 4, (4), 1996, p. 315-338
Katafygiotis, Lambros; Tsarkov, Ye F.
Article

Asymptotic approximation of reliability integrals for uncertain systems

PROBABILISTIC MECHANICS & STRUCTURAL RELIABILITY: PROCEEDINGS OF THE SEVENTH SPECIALTY CONFERENCE, 1996, p. 574-577
Papadimitriou, Costas; Beck, James L.; Katafygiotis, Lambros S.
Conference paper

On moment stability of Markov dynamical systems

PROBABILISTIC MECHANICS & STRUCTURAL RELIABILITY: PROCEEDINGS OF THE SEVENTH SPECIALTY CONFERENCE, 1996, p. 546-549
Katafygiotis, Lambros; Tsarkov, Yevgeny
Conference paper

Response cumulants of nonlinear systems subject to external and multiplicative excitations

Probabilistic Mechanics and Structural and Geotechnical Reliability: Proceedings of the Specialty Conference, 1996, p. 744-747
Papadimitriou, Costas; Katafygiotis, Lambros; Lutes, Loren D.
Conference paper

Response Statistics and Reliability of Uncertain Nonlinear Systems Subjected to Random Loads

Proc. Eleventh World Conference on Earthquake Engineering, Acapulco, Mexico, Oxford: Elsevier Science Ltd, June 23-28 1996, Paper No. 955
Papadimitriou, C.; Katafygiotis, Lambros
Conference paper

1995 3

A VERY EFFICIENT MOMENT CALCULATION METHOD FOR UNCERTAIN LINEAR DYNAMIC-SYSTEMS

Probabilistic engineering mechanics, v. 10, (2), 1995, p. 117-128
Katafygiotis, Lambros S.; Beck, James L.
Article

Approximate analysis of response variability of uncertain linear systems

Probabilistic engineering mechanics, v. 10, (4), 1995, p. 251-264
Papadimitriou, Costas; Katafygiotis, Lambros S.; Beck, James L.
Article

On Stability of Linear Stochastic Differential Equations

Random Operators and Stochastic Equations, v. 3, (4), 1995, p. 333-346
Katafygiotis, Lambros; Tsarkov, Y.
Article

1994 2

Determination of Stiffness Changes from Modal Parameter Changes for Structural Health Monitoring

Proc. First World Conference on Structural Control, Pasadena, CA, Los Angeles: USC, August 3-5 1994, TA3: 13-22
Beck, J.L.; Vanik, M.W.; Katafygiotis, Lambros
Conference paper

Use of Strong Motion Records for Model Evaluation and Seismic Analysis of a Bridge Structure

Proc. Fifth National Earthquake Engineering Conference (5NCEE), Chicago, July 1994, EERI, p. 511-520
Werner, S.D.; Crouse, C.B.; Katafygiotis, Lambros; Beck, J.L.
Conference paper

1993 2

Approximate Analysis of Response Statistics of Uncertain MDOF Linear Systems

Proc. 6th International Conference on Structural Safety and Reliability (ICOSSAR' 93), Edited by G.I. Schueller, M. Shinozuka, and J.T.P. Yao. Rotterdam: A. A. Balkema, August 9-13 1993, p. 283-290
Papadimitriou, C.; Katafygiotis, Lambros; Wang, B.
Conference paper

Seismic analysis of Meloland road overcrossing using calibrated structural and foundation models

Proc. Structures Congress '93, Irvine, California, Edited by A. Ang and R. Villaverde. New York: ASCE, April 19-21 1993, p. 367-372
Werner, Stuart D.; Beck, James L.; Katafygiotis, Lambros; Nisar, Ahmed
Conference paper

1992 3

Probabilistic System Identification and Health Monitoring of Structures

Proc. 10th World Conference on Earthquake Engineering, Madrid, Spain, Rotterdam: A.A. Balkema, July 19-24 1992, p. 3721-3726
Beck, J.L.; Katafygiotis, Lambros
Conference paper

System Identification for Damage Assessment Utilizing Dynamic Test Data

Proc. ASCE Specialty Conference on Probabilistic Mechanics and Structural and Geotechnical Reliability, Denver, 1992
Beck, J.L.; Katafygiotis, Lambros
Conference paper

Updating Dynamic Models and their Associated Uncertainties for Structural Systems

Proc. 9th Engineering Mechanics Conference, ASCE, College Station, Texas, Edited by L.D. Lutes and J.M. Niedzwecki. New York: ASCE, May 24-27 1992, p. 681-684
Beck, J.L.; Katafygiotis, Lambros
Conference paper

1991 3

An Efficient Treatment of Model Uncertainties for the Dynamic Response of Structures

Proc. 1st International Conference on Computational Stochastic Mechanics, Corfu, Greece, Edited by P.D. Spanos and C.A. Brebbia. Boston: Computational Mechanics Publications, September 1991, p. 661-771
Katafygiotis, Lambros; Beck, J.L.
Conference paper

Probabilistic Approach to Structural Health Monitoring from Dynamic Testing

Proc. Intl. Workshop on Technology for Hong Kong's Infrastructure Development, Hong Kong, Edited by J.C. Chen and J.L. Beck, December 19-20 1991, p. 291-305
Katafygiotis, Lambros; Beck, J.L.
Conference paper

Updating of a Model and its Uncertainties Utilizing Dynamic Test Data

Proc. 1st International Conference on Computational Stochastic Mechanics, Corfu, Greece, Edited by P.D. Spanos and C.A. Brebbia. Boston: Computational Mechanics Publications, September 1991, p. 125-136
Katafygiotis, Lambros; Beck, J.L.
Conference paper

1990 1

Uniqueness in Structural System Identification

Proc. U.S. National Workshop on Structural Control Research, University of Southern California, Edited by G.W. Housner and S.F. Masri. USC, Publication No. CE-9013, October 25-26 1990, p. 136-140
Katafygiotis, Lambros; Beck, J.L.
Conference paper

1988 1

Treating Model Uncertainties in Structural Dynamics

Proc. 9th World Conference on Earthquake Engineering, Tokyo, Japan, v. V, 1988, p. 301-306
Katafygiotis, Lambros; Beck, J.L.
Conference paper

Teaching Assignment

2024-25 Fall 2 2023-24 Summer 0 2023-24 Spring 1 2023-24 Winter 0 2023-24 Fall 2 2022-23 Summer 0

CIVL2110	Statics
CIVL3310	Structural Analysis

CIVL4910

Civil and Environmental Engineering Final Year Project

CIVL2110	Statics
CIVL3310	Structural Analysis

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

All Supervisions Current RPGs Graduated RPGs

Current RPGs

Doctor of Philosophy

HAMDAOUI, Najoua
Civil Engineering

Graduated RPGs

Doctor of Philosophy

TEYMOURI, Daniz
Civil Engineering( Completed in 2023 )
FLORES TERRAZAS, Victor
Civil Engineering( Completed in 2022 )
KOSIKOVA, Antonina
Civil Engineering( Completed in 2022 )

Projects

From January 2022 to December 2024

All Projects 2

No Projects.
Multi-level Probabilistic Framework for Real-time Monitoring and Sensor Network Design

用于結構實時監測及傳感器網絡布設的多水平概率理論框架研究 Leading

RGC - General Research Fund
Project Team (HKUST)
KATAFYGIOTIS Lambros (Lead)
2020 - 2023
Novel Bayesian Methodology for Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics

結構動力學中數據驅動的不確定性量化和傳播的新型貝氏方法論 Leading

RGC - General Research Fund
Project Team (HKUST)
KATAFYGIOTIS Lambros (Lead)
2019 - 2022