Book Chapter
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(2024): Resilience-based decision criteria for optimal regeneration., J. R. Seume, B. Denkena, & P. Gilge, Regeneration of Complex Capital Goods. Springer International Publishing.
ISBN: 978-3-031-51394-7 -
(2024): Entropy Indicators of Cascading Failures Risk in Gaussian Interconnected Network Structures, Kravets, A.G.; Bolshakov, A.A. (eds), Cyber-Physical Systems, Industry 4.0 to Industry 5.0 Transition; Springer book series on Studies in Systems, Decision and Control, Vol. 560, Springer, Cham, pages 219–234
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(2023): Fuzzy Probability Theory, Lin, Tsau-Young; Liau, Churn-Jung; Kacprzyk, Janusz (eds.), Granular, Fuzzy, and Soft Computing, Springer US, New York, NY. (Invited Chapter), pages 51–75.
DOI: 10.1007/978-1-0716-2628-3_237 -
(2023): A Two-Phase Sampling Approach for Reliability-Based Optimization in Structural Engineering, Liu, Y.; Wang, D.; Mi, J.H; Li, H. (eds): Advances in Reliability and Maintainability Methods and Engineering Applications; Essays in Honor of Professor Hong-Zhong Huang on his 60th Birthday, Springer Series in Reliability Engineering (RELIABILITY), Springer, Cham, pages 21–48.
DOI: 10.1007/978-3-031-28859-3 -
(2023): Regression Models for Machine Learning, Rabczuk, T.; Bathe, K.-J. (eds), Machine Learning in Modeling and Simulation, Methods and Applications; Springer book series on Computational Methods in Engineering & the Sciences, Springer, Cham, Chapter 9, pages 341–371.
ISSN: 2662-4877 -
(2022): Overview of Stochastic Model Updating in Aerospace Application Under Uncertainty Treatment, In: Aslett, L.J.M.; Coolen, F.P.A.; De Bock, J. (eds), Uncertainty in Engineering; Introduction to Methods and Applications, SpringerBriefs in Statistics book series, Springer, Cham, Chapter 8, pages 115–129.
DOI: 10.1007/978-3-030-83640-5 -
(2022): Resilienz baulicher Infrastruktur - sicher und wirtschaftlicher durch Dick und Dünn, 26. Dresdner Baustatik - Seminar – „Realität-Modellierung-Tragwerksplanung“, Institut für Statik und Dynamik der Tragwerke, TU Dresden
ISSN: 1615-9705 -
(2021): Fuzzy Probability Theory, In: Meyers, R. (ed.), Encyclopedia of Complexity and Systems Science,Springer, Berlin, Heidelberg. (Invited Chapter), pages 1–25.
DOI: https://doi.org/10.1007/978-3-642-27737-5_237-2 -
(2018): Research Recommendation “Resilience Engineering at System Scale”, In: Beer, M.; Huang, H.W.; Ayyub, B.M.; Zhang, D.M.; Phillips, B.M. (eds.), Resilience Engineering for Urban Tunnels, American Society of Civil Engineers, Infrastructure Resilience Publications (IRP) IRP 2, 99-102.
DOI: 10.1061/9780784415139.ch09 -
(2018): What If We Do Not Know Correlations?, In: Anh, L.H.; Dong, L.S.; Kreinovich, V.; Nguyen, N.T. (eds.), Econometrics for Financial Applications, Springer, Cham, Switzerland, pp 78-85.
DOI: 10.1007/978-3-319-73150-6_5
ISBN: 978-3-319-73149-0 -
(2018): Efficient Reliability and Risk Analysis of Complex Interconnected Systems, In: Beer, M.; Huang, H.W.; Ayyub, B.M.; Zhang, D.M.; Phillips, B.M. (eds.), Resilience Engineering for Urban Tunnels, American Society of Civil Engineers, Infrastructure Resilience Publications (IRP) IRP 2, 43–54.
DOI: 10.1061/9780784415139.ch04 -
(2018): Principles of geometric modeling, Building Information Modeling: Technology Foundations and Industry Practice, pp. 27-41.
DOI: 10.1007/978-3-319-92862-3_2
ISBN: 978-331992861-6 -
(2018): Reliability of Critical Infrastructure Networks: Challenges, In: Beer, M.; Huang, H.W.; Ayyub, B.M.; Zhang, D.M.; Phillips, B.M. (eds.), Resilience Engineering for Urban Tunnels, American Society of Civil Engineers, Infrastructure Resilience Publications (IRP) IRP 2, 71-82.
DOI: 10.1061/9780784415139.ch06
Journal Articles
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(2025): Adaptive Kriging-assisted multi-fidelity subset simulation for reliability analysis, Computer Methods in Applied Mechanics and Engineering, 436, Article 117705
DOI: 10.1016/j.cma.2024.117705 -
(2025): Interval Fields for Geotechnical Engineering Uncertainty Analysis under Limited Data, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, in press
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(2025): A stratified beta-sphere sampling method combined with important sampling and active learning for rare event analysis, Structural Safety, 112, Article 102546
DOI: 10.1016/j.strusafe.2024.102546 -
(2025): Efficient variational Bayesian model updating by Bayesian active learning, Mechanical Systems and Signal Processing, 224, Article 112113
DOI: 10.1016/j.ymssp.2024.112113 -
(2025): Unsupervised graph transfer network with hybrid attention mechanisms for fault diagnosis under variable operating conditions, Reliability Engineering and System Safety, 255, Article 110684
DOI: 10.1016/j.ress.2024.110684 -
(2025): Efficient reliability analysis of slopes in spatially variable soils with active learning-assisted bootstrap polynomial chaos expansion, Computers and Geotechnics, 179, Article 107022
DOI: 10.1016/j.compgeo.2024.107022 -
(2025): A Systematic Review of Multi-Sensor Information Fusion for Equipment Fault Diagnosis, IEEE Transactions on Instrumentation and Measurement, in press
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(2025): Efficient global sensitivity analysis framework and approach for structures with hybrid uncertainties, Computer Methods in Applied Mechanics and Engineering, 436, Article 117726
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(2025): Stochastic Dynamic Response Analysis via Dimension-Reduced Probability Density Evolution Equation (DR-PDEE) with Enhanced Tail-Accuracy, Probabilistic Engineering Mechanics, 79, Article 103735
DOI: 10.1016/j.probengmech.2025.103735 -
(2025): Efficient non-probabilistic parallel model updating based on analytical correlation propagation formula and derivative-aware deep neural network metamodel, Computer Methods in Applied Mechanics and Engineering, 433, Part A, Article 117490
DOI: 10.1016/j.cma.2024.117490 -
(2025): Adaptive Artificial Neural Network for Uncertainty Propagation, Journal of Reliability Science and Engineering, in press
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(2025): A Survey on Machine Learning Approaches for Uncertainty Quantification of Engineering Systems, Machine Learning for Computational Science and Engineering, 1:11
DOI: 10.1007/s44379-024-00011-x -
(2025): Sampling-based Adaptive Bayesian Quadrature for Probabilistic Model Updating, Computer Methods in Applied Mechanics and Engineering, 433, Part A, Article 117467
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(2025): Seismic reliability assessment framework for unsaturated soil slope under near-fault pulse-like ground motion, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, in press
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(2025): Probabilistic Calibration of Model Parameters with Approximate Bayesian Quadrature and Active Machine Learning, Journal of Reliability Science and Engineering, in press
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(2025): Multi-point Bayesian active learning reliability analysis, Structural Safety, 114, Article 102552
DOI: 10.1016/j.strusafe.2024.102557 -
(2024): Data-driven and physics-based interval modelling of power spectral density functions from limited data, Mechanical Systems and Signal Processing, 208, Article 111078
DOI: 10.1016/j.ymssp.2023.111078 -
(2024): Structural reliability analysis using imprecise evolutionary power spectral density functions, XII. International Conference on Structural Dynamics, Journal of Physics: Conference Series, 2647, 062003
DOI: 10.1088/1742-6596/2647/6/062003 -
(2024): Failure probability estimation of dynamic systems employing relaxed power spectral density functions with dependent frequency modeling and sampling, Probabilistic Engineering Mechanics, 75, Article 103592
DOI: 10.1016/j.probengmech.2024.103592 -
(2024): Interval Predictor Model for the Survival Signature using Monotone Radial Basis Functions, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, in press.
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(2024): Relaxed evolutionary power spectral density functions: A probabilistic approach to model uncertainties of non-stationary stochastic signals, Mechanical Systems and Signal Processing, 211, Article 111210
DOI: 10.1016/j.ymssp.2024.111210 -
(2024): Efficient reliability analysis of stochastic dynamic first-passage problems by probability density evolution analysis with subset supported point selection, Engineering Structures, 312, Article 118210
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(2024): Efficient time-dependent reliability analysis for a railway bridge model, XII. International Conference on Structural Dynamics, Journal of Physics: Conference Series 2647, Article 062002
DOI: 10.1088/1742-6596/2647/6/062002 -
(2024): Cost and competitiveness of green hydrogen and the effects of the European Union regulatory framework, Nature Energy, 9, 703–713
DOI: 10.1038/s41560-024-01511-z -
(2024): Semi-Bayesian active learning quadrature for estimating extremely low failure probabilities, Reliability Engineering and System Safety, 246, Article 110052
DOI: 10.1016/j.ress.2024.110052 -
(2024): Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method, Probabilistic Engineering Mechanics, 76, Article 103613
DOI: 10.1016/j.probengmech.2024.103613 -
(2024): Partially Bayesian active learning cubature for structural reliability analysis with extremely small failure probabilities, Computer Methods in Applied Mechanics and Engineering, 422, Article 116828.
DOI: 10.1016/j.cma.2024.116828 -
(2024): Bayesian active learning line sampling with log-normal process for rare-event probability estimation, Reliability Engineering and System Safety, 246, Article 110053
DOI: 10.1016/j.ress.2024.110053 -
(2024): Estimation of response expectation bounds under parametric p-boxes by combining Bayesian global optimization with unscented transform, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 10(2), Article 04024017
DOI: 10.1061/AJRUA6/RUENG-1169 -
(2024): Sampling and active learning methods for network reliability estimation using K-terminal spanning tree, Reliability Engineering & System Safety, 250, Article 110309
DOI: 10.1016/j.ress.2024.110309 -
(2024): Vibration Control and Energy Harvesting of Offshore Wind Turbines installed with TMDI under Dynamical Loading, Engineering Structures, 315, Article 118459.
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(2024): Climate Change Impacts on the Risk Assessment of Concrete Civil Infrastructures: a State-of-the-Art Review, ASCE Open: Multidisciplinary Journal of Civil Engineering, 2(1), Article 03124001
DOI: 10.1061/AOMJAH.AOENG-0026 -
(2024): Namazu: Low-cost tunable shaking table for vibration experiments under generic signals, Experimental Techniques
DOI: 10.1007/s40799-024-00727-8 -
(2024): Efficiency comparison of MCMC and Transport Map Bayesian posterior estimation for structural health monitoring, Mechanical Systems and Signal Processing, 216, Article 111440
DOI: 10.1016/j.ymssp.2024.111440 -
(2024): Parallelization of Adaptive Bayesian Cubature Using Multimodal Optimization Algorithms, Engineering Computations, 41(2), 413–437
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(2024): A sequential sampling-based Bayesian numerical method for reliability-based design optimization, Reliability Engineering and System Safety, 244, Article 109939
DOI: 10.1016/j.ress.2024.109939 -
(2024): Similarity quantification of soil spatial variability between two cross-sections using auto-correlation functions , Engineering Geology, 331, Article 107445
DOI: 10.1016/j.enggeo.2024.107445 -
(2024): Parallel Bayesian probabilistic integration for structural reliability analysis with small failure probabilities, Structural Safety, 106, Article 102409
DOI: 10.1016/j.strusafe.2023.102409 -
(2024): Probability distributions for dynamic and extreme responses of linear elastic structures under quasi-stationary harmonizable loads, Probabilistic Engineering Mechanics, 75, Article 103590
DOI: 10.1016/j.probengmech.2024.103590 -
(2024): Operator norm-based determination of failure probability of nonlinear oscillators with fractional derivative elements subject to imprecise stationary Gaussian loads, Mechanical Systems and Signal Processing, 208, Article 111043
DOI: 10.2139/ssrn.4586140 -
(2024): Optimal borehole placement for the design of rectangular shallow foundation systems under undrained soil conditions: A stochastic framework, Reliability Engineering and System Safety, 242, Article 109771
DOI: 10.1016/j.ress.2023.109771 -
(2024): An effective approach based on reliability methods for high-dimensional Bayesian model updating of dynamical nonlinear structures, XII. International Conference on Structural Dynamics, Journal of Physics: Conference Series 2647, Article 192001
DOI: 10.1088/1742-6596/2647/19/192001 -
(2024): A novel directional simulation method for estimating failure possibility, Aerospace Science and Technology, 155, Article 109627
DOI: 10.1016/j.ast.2024.109627 -
(2024): An efficient method for reliability-based design optimization of structures under random excitation by mapping between reliability and operator norm, Reliability Engineering and System Safety, 245, Article 109972
DOI: 10.1016/j.ress.2024.109972 -
(2024): Reliability assessment of freight wagon passing through railway turnouts using adaptive Kriging surrogate model, International Journal of Rail Transportation,
DOI: 10.1080/23248378.2024.2304000 -
(2024): Multiaxial fatigue life prediction using an improved SWT model, Fatigue & Fracture of Engineering Materials & Structures, 47, 1944–1961
DOI: 10.1111/ffe.14285 -
(2024): Dconformer: A Denoising Convolutional Transformer with Joint Learning Strategy for Intelligent Diagnosis of Bearing Faults, Mechanical Systems and Signal Processing, 210, Article 111142
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(2024): Extraction of instantaneous frequencies for signals with intersecting and intermittent trajectories, Mechanical Systems and Signal Processing, 223, Article 111835
DOI: 10.1016/j.ymssp.2024.111835 -
(2024): Quantitative risk assessment of seismically loaded slopes in spatially variable soils with depth dependent strength, International Journal of Geomechanics, 24(7), Article 04024113
DOI: 10.1061/IJGNAI.GMENG-9001 -
(2024): Hybrid uncertainty propagation based on multi-fidelity surrogate model, Computers and Structures, 293, Article 107267
DOI: 10.1016/j.compstruc.2023.107267 -
(2024): A full-probabilistic cloud analysis for structural seismic fragility via decoupled M-PDEM, Earthquake Engineering & Structural Dynamics, 53(5), 1677-1929
DOI: 10.1002/eqe.4093 -
(2024): Streaming Variational Inference-empowered Bayesian Nonparametric Clustering for Online Structural Damage Detection with Transmissibility Function, Mechanical Systems and Signal Processing, 222, Article 111767
DOI: 10.1016/j.ymssp.2024.111767 -
(2024): Survival probability surfaces of hysteretic fractional order structures exposed to non-stationary code-compliant stochastic seismic excitation, Engineering Structures, 318, Article 118755
DOI: 10.1016/j.engstruct.2024.118755 -
(2024): Spectral incremental dynamic methodology for nonlinear structural systems endowed with fractional derivative elements subjected to fully non-stationary stochastic excitation, Structural Safety, 111, Article 102525
DOI: 10.1016/j.strusafe.2024.102525 -
(2024): Determining the effective factors leading to incidence of human error accidents in industrial parks construction projects: results of a fuzzy Delphi survey, International Journal of Construction Management, 24(7), 748–760
DOI: 10.1080/15623599.2022.2159630 -
(2024): Perceived Barriers to Implementing Building Information Modelling in Iranian Small and Medium-Sized Enterprises (SMEs): A Delphi Survey of Construction Experts, Architectural Engineering and Design Management TAEM, 20(3), 673–693
DOI: 10.1080/17452007.2024.2329687 -
(2024): Determining the significant contributing factors to the occurrence of human errors in the urban construction projects: A Delphi-SWARA study approach, Technological Forecasting & Social Change, 205, Article 123512
DOI: 10.1016/j.techfore.2024.123512 -
(2024): Physics-informed Neural Network Classification Framework for Reliability Analysis, Expert Systems with Applications, 258, Article 125207
DOI: 10.1016/j.eswa.2024.125207 -
(2024): Deep learning-driven interval uncertainty propagation for aeronautical structures, Chinese Journal of Aeronautics, 37(12), 71–86
DOI: 10.1016/j.cja.2024.05.009 -
(2024): Network Reliability Analysis through Survival Signature and Machine Learning Techniques, Reliability Engineering and System Safety, 242, Article 109806
DOI: 10.1016/j.ress.2023.109806 -
(2024): Novel Gradient-enhanced Bayesian Neural Networks for Uncertainty Propagation, Computer Methods in Applied Mechanics and Engineering, 429, Article 117188
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(2024): Directional filter combined with active learning for rare failure events, Computer Methods in Applied Mechanics and Engineering, 428, Article 117105
DOI: 10.1016/j.cma.2024.117105 -
(2024): Resilience assessment under imprecise probability, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, in press.
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(2024): Refined parallel adaptive Bayesian quadrature for estimating small failure probabilities, Reliability Engineering and System Safety, 244, Article 109953
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(2024): Computational modeling of near-fault earthquake-induced landslides considering stochastic ground motions and spatially varying soil, Engineering Structures, 316, Article 118580
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(2024): Peridynamics-based large-deformation simulations for near-fault landslides considering soil uncertainty, Computers and Geotechnics, 168, Article 106128
DOI: 10.1016/j.compgeo.2024.106128 -
(2024): Experimental model updating of slope considering spatially varying soil properties and dynamic loading, Earthquake Engineering and Resilience, 3(1), 33-53.
DOI: 10.1002/eer2.70 -
(2024): Deep Learning-Based Prediction of Wind-Induced Lateral Displacement Response of Suspension Bridge Decks for Structural Health Monitoring, Journal of Wind Engineering & Industrial Aerodynamics, 247, Article 105679
DOI: 10.1016/j.jweia.2024.105679 -
(2024): Seismic Topology Optimization Considering First-Passage Probability by Incorporating Probability Density Evolution Method and Bi-Directional Evolutionary Structural Optimization, Engineering Structures, 314, Article 118382
DOI: 10.1016/j.engstruct.2024.118382 -
(2024): Reliability evaluation of a multi-state system with dependent components and imprecise parameters: A structural reliability treatment, Reliability Engineering & System Safety, 250, Article 110240
DOI: 10.1016/j.ress.2024.110240 -
(2024): Improving the performance of low-frequency magnetic energy harvesters using an internal magnetic-coupled mechanism, Journal of Applied Physics, 135, Article 084101
DOI: 10.1063/5.0195091 -
(2024): A non-iterative partitioned computational method with the energy conservation property for time-variant dynamic systems, Mechanical Systems and Signal Processing, 209, Article 111105
DOI: 10.1016/j.ymssp.2024.111105 -
(2024): rLSTM-AE for dimension reduction and its application to active learning-based dynamic reliability analysis, Mechanical Systems and Signal Processing, 215, Article 111426
DOI: 10.1016/j.ymssp.2024.111426 -
(2024): A Sub-Convex Similarity-Based Model Updating Method Considering Multivariate Uncertainties, Engineering Structures, 318, Article 118752.
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(2024): Efficient stochastic modal decomposition methods for structural stochastic static and dynamic analyses, International Journal for Numerical Methods in Engineering, 125(12), Article e7469
DOI: 10.1002/nme.7469 -
(2024): Bayesian reinforcement learning reliability analysis, Computer Methods in Applied Mechanics and Engineering, 424, Article 116902
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(2024): Health Prognosis of Bearings Based on Transferable Autoregressive Recurrent Adaptation with Few-shot Learning, Mechanical Systems and Signal Processing, 211, Article 111186.
DOI: 10.1016/j.ymssp.2024.111186 -
(2023): Soil-expended seismic metamaterial with ultralow and wide bandgap, Mechanics of Materials, 180, Article 104601.
DOI: 10.1016/j.mechmat.2023.104601 -
(2023): Three-dimensional ori-kirigami metamaterials with multistability, Physical Review E, 107, Article 035004.
DOI: 10.1103/PhysRevE.107.035004 -
(2023): Uncertainty propagation of missing data signals with the interval discrete Fourier transform, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 9(3), Article 04023022
DOI: 10.1061/AJRUA6.RUENG-1048 -
(2023): Estimation of an imprecise power spectral density function with optimised bounds from scarce data for epistemic uncertainty quantification, Mechanical Systems and Signal Processing, 189, Article 110072.
DOI: 10.1016/j.ymssp.2022.110072 -
(2023): Stochastic Model Updating with Uncertainty Quantification: An Overview and Tutorial, Mechanical Systems and Signal Processing, 20, Article 110784.
DOI: 10.2139/ssrn.4460552 -
(2023): A KDE-based non-parametric cloud approach for efficient seismic fragility estimation of structures under non-stationary excitation, Mechanical Systems and Signal Processing, 205, Article 110873.
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(2023): Consistent seismic hazard and fragility analysis considering combined capacity-demand uncertainties via probability density evolution method, Structural Safety, 103, Article 102330.
DOI: 10.1016/j.strusafe.2023.102330 -
(2023): Identification of near-fault multi-pulse ground motion, Applied Mathematical Modelling, 117, 609-624.
DOI: 10.1016/j.apm.2023.01.002 -
(2023): Effects of response spectrum of pulse-like ground motion on stochastic seismic response of tunnel, Engineering Structures, 289, Article 116274.
DOI: 10.1016/j.engstruct.2023.116274 -
(2023): An energy-frequency parameter for earthquake ground motion intensity measure, Earthquake Engineering and Structural Dynamics, 52(2), 271-284.
DOI: 10.1002/eqe.3752 -
(2023): Seismic damage analysis due to near-fault multi-pulse ground motion, Earthquake Engineering and Structural Dynamics, 52(15), 5099-5116
DOI: 10.1002/eqe.4003 -
(2023): A physics-informed Bayesian framework for characterizing ground motion process in the presence of missing data, Earthquake Engineering and Structural Dynamics, 52, 2179–2195.
DOI: 10.1002/eqe.3877 -
(2023): A Bayesian Augmented-Learning framework for spectral uncertainty quantification of incomplete records of stochastic processes, Mechanical Systems and Signal Processing, 200, Article 110573
DOI: 10.1016/j.ymssp.2023.110573 -
(2023): Uncertainty analysis of structural output with closed-form expression based on surrogate model, Probabilistic Engineering Mechanics, 73, Article 103482.
DOI: 10.1016/j.probengmech.2023.103482 -
(2023): Performance assessment of borehole arrangements for the design of rectangular shallow foundation systems, Journal of Rock Mechanics and Geotechnical Engineering, in press.
DOI: 10.1016/j.jrmge.2023.05.009 -
(2023): A new method for stochastic analysis of structures under limited observations, Mechanical Systems and Signal Processing, 185, Article 109730.
DOI: 10.1016/j.ymssp.2022.109730 -
(2023): Structural reliability analysis by line sampling: A Bayesian active learning treatment, Structural Safety, 104, Article 102351.
DOI: 10.1016/j.strusafe.2023.102351 -
(2023): Estimation of small failure probabilities by partially Bayesian active learning line sampling: Theory and algorithm, Computer Methods in Applied Mechanics and Engineering, 412, Article 116068.
DOI: 10.1016/j.cma.2023.116068 -
(2023): First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach, Mechanical Systems and Signal Processing, 185, Article 109775.
DOI: 10.1016/j.ymssp.2022.109775 -
(2023): Application of interval field method to the stability analysis of slopes in presence of uncertainties, Computers and Geotechnics, 153, Article 105060.
DOI: 10.1016/j.compgeo.2022.105060 -
(2023): Efficient slope reliability analysis under soil spatial variability using maximum entropy distribution with fractional moments, Journal of Rock Mechanics and Geotechnical Engineering, 16(4), 11401152
DOI: 10.1016/j.jrmge.2023.09.006 -
(2023): Digital twin-driven intelligent assessment of gear surface degradation, Mechanical Systems and Signal Processing, 186, Article, 109896.
DOI: 10.1016/j.ymssp.2022.109896 -
(2023): Survival probability determination of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation, Probabilistic Engineering Mechanics, 71, 103411
DOI: 10.1016/j.probengmech.2022.103411 -
(2023): Virtual process for evaluating the influence of real combined module variations on the overall performance of an aircraft engine, Journal of the Global Power and Propulsion Society, 7, 95–112.
DOI: 10.33737/jgpps/160055 -
(2023): Transport map Bayesian parameter estimation for dynamical systems, Proceedings in Applied Mathematics and Mechanics, 23(1), Article e202200136
DOI: 10.1002/pamm.202200136 -
(2023): Combining Data and Physical Models for Probabilistic Analysis: A Bayesian Augmented Space Learning Perspective, Probabilistic Engineering Mechanics, 73, Article 103474.
DOI: 10.1016/j.probengmech.2023.103474 -
(2023): Collaborative and Adaptive Bayesian Optimization for Bounding Variances and Probabilities under Hybrid Uncertainties, Computer Methods in Applied Mechanics and Engineering, 417, Article 116410.
DOI: 10.1016/j.cma.2023.116410 -
(2023): The Typhoon Wind Hazard Assessment Considering the Correlation among the Key Random Variables Using the Copula Method, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 9(2), Article 04023013.
DOI: 10.1061/AJRUA6.RUENG-1018 -
(2023): Multi-taper S-transform method for estimating Wigner-Ville and Loève spectra of quasi-stationary harmonizable processes, Mechanical Systems and Signal Processing, 206, Article 110880.
DOI: 10.2139/ssrn.4508067 -
(2023): Hierarchical Bayesian Model Updating for Quantifying Uncertainties in Model Parameters, Journal of JSCE, 79(15) (in Japanese).
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(2023): A failure probability assessment method for train derailments in railway yards based on IFFTA and NGBN, Engineering Failure Analysis, 154, Articel 107675.
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(2023): Efficient System Reliability Analysis for Layered Soil Slopes with Multiple Failure Modes Using Sequential Compounding Method, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 9(2), Article 04023015.
DOI: 10.1061/AJRUA6.RUENG-1022 -
(2023): Random dynamic responses of solar array under thermal-structural coupling based on the isogeometric analysis, Acta Mechanica Sinica, 39, Article 722338.
DOI: 10.1007/s10409-023-22338-x -
(2023): Tensor Representation-based Transferability Analytics and Selective Transfer Learning of Prognostic Knowledge for Remaining Useful Life Prediction Across Machines, Reliability Engineering and System Safety, 242, Article 109695.
DOI: 10.1016/j.ress.2023.109695 -
(2023): Transmissibility-based Damage Detection with Hierarchical Clustering Enhanced by Multivariate Probabilistic Distance Accommodating Uncertainty and Correlation, Mechanical Systems and Signal Processing, 203, Article 110702
DOI: 10.1016/j.ymssp.2023.110702 -
(2023): Efficient Inner-Outer Decoupling Scheme for Non-probabilistic Model Updating with High Dimensional Model Representation and Chebyshev Approximation, Mechanical Systems and Signal Processing, 188, Article 110040.
DOI: 10.1016/j.ymssp.2022.110040 -
(2023): Non-stationary response of nonlinear systems with singular parameter matrices subject to combined deterministic and stochastic excitation, Mechanical Systems and Signal Processing, 188, Article 110009
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(2023): A new reliability method combining adaptive Kriging and active variance reduction using multiple importance sampling, Structural and Multidisciplinary Optimization, 66, Article 144.
DOI: 10.1007/s00158-023-03598-6 -
(2023): Determining the Effective Factors Leading to Incidence of Human Error Accidents in Industrial Parks Construction Projects: Results of a Fuzzy Delphi Survey, International Journal of Construction Management, in press.
DOI: 10.1080/15623599.2022.2159630 -
(2023): Adaptive decoupled robust design optimization, Structural Safety, 105, Article 102378
DOI: 10.1016/j.strusafe.2023.102378 -
(2023): A feature mapping strategy of metamodelling for nonlinear stochastic dynamical systems with low to high-dimensional input uncertainties, Mechanical Systems and Signal Processing, 184, Article 109656.
DOI: 10.1016/j.ymssp.2022.109656 -
(2023): Bayesian maximum entropy method for stochastic model updating using measurement data and statistical information, Mechanical Systems and Signal Processing, 188, Article 110012.
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(2023): Time-Dependent Resilience in the Presence of Interacting Multiple Hazards in a Changing Climate, ASCE OPEN: Multidisciplinary Journal of Civil Engineering, Article 04023006
DOI: 10.1016/j.rcns.2022.10.001 -
(2023): Deep Learning-Based Reconstruction of Missing Long-Term Girder-End Displacement Data for Suspension Bridge Health Monitoring, Computers and Structures, 284, Article 107070.
DOI: 10.1016/j.compstruc.2023.107070 -
(2023): Structural design optimization under dynamic reliability constraints based on probability density evolution method and quantum-inspired optimization algorithm, Probabilistic Engineering Mechanics, 74, Article 103494.
DOI: 10.1016/j.probengmech.2023.103494 -
(2023): The Concept of Diagonal Approximated Signature: New Surrogate Modeling Approach for Continuous-State Systems in the Context of Resilience Optimization, Disaster Prevention and Resilience, 2(2):4.
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(2023): A graph-guided collaborative convolutional neural network for fault diagnosis of electromechanical systems, Mechanical Systems and Signal Processing, 200, Article 110609.
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(2021): Functional Perspective of Uncertainty Quantification for Stochastic Parametric Systems and Global Sensitivity Analysis, Chinese Journal of Theoretical and Applied Mechanics, 53(3), 837–854 (in Chinese).
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(2021): Time-dependent Reliability of Aging Structures: An Overview of Assessment Methods, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(4), Article 03121003.
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(2021): A probability-box-based method for propagation of multiple types of epistemic uncertainties and its application on composite structural-acoustic system, Mechanical Systems and Signal Processing, 149, Article 107184.
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(2020): A Global Sensitivity Index Based on Fréchet Derivative and Its Efficient Numerical Analysis, Probabilistic Engineering Mechanics, 62, Article 103096.
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(2020): Optimal regulation of the construction of reliable sea defences, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 6(2), Article, 04020023, 1–12.
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(2020): Classical and Bayesian Estimation of Stress-strength Reliability of a Component having Multiple States, International Journal of Quality & Reliability Management, 38(2), 528–535.
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(2018): Extrapolation of extreme traffic load effects on a cable-stayed bridge based on weigh-in-motion measurements, International Journal of Reliability and Safety, 12(1-2), pp. 69-85.
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(2018): Computing tight bounds of structural reliability under imprecise probabilistic information, Computers and Structures, 208, 92–104.
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(2018): Resiliency Assessment of Urban Rail Transit Networks: Shanghai Metro as an Example, Safety Science, 106: 230-243.
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(2018): Modeling multivariate ocean data using asymmetric copulas, Coastal Engineering, 135: 91-111.
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(2018): Constrained non-linear multi-objective optimisation of preventive maintenance scheduling for offshore wind farms, Mechanical Systems and Signal Processing, 104: 347-369.
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(2017): Virtual decoupling of vibroacoustical systems, Journal of Sound and Vibration, 401 (2017) 169-189
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(2017): Options-based negotiation management of PPP-BOT infrastructure projects, Construction Management and Economics, 35(11–12), 676–692.
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(2017): Fuzzy Randomness Simulation of Long Term Infrastructure Projects, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 04017002, 1–15.
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(2017): Uncertainty quantification metrics with varying statistical information in model calibration and validation, AIAA Journal, 55(10), pp. 3570-3583.
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(2017): Hybrid Uncertain Analysis for Exterior Acoustic Field Prediction with Interval Random Parameters, International Journal of Computational Methods 15(1), 1850006-1 – 1850006-23.
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(2017): Compressive sensing with an adaptive wavelet basis for structural system response and reliability analysis under missing data, Computers and Structures; 182: 26-40.
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(2017): Forced Monte Carlo Simulation Strategy for the Design of Maintenance Plans with Multiple Inspections, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 3(2), D4016001, 1–9.
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(2017): Multiple response surfaces method with advanced classification of samples for structural failure function fitting, Structural Safety; 64: 87-97.
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(2017): Random vibration of linear and nonlinear structural systems with singular matrices: A frequency domain approach, Journal of Sound and Vibration, 404:84-101.
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(2017): Lifetime deflections of long-span bridges under dynamic and growing traffic load, ASCE Journal of Bridge Engineering, 22(11), 04017086, 1–12.
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(2017): Learning from major accidents: Graphical representation and analysis of multi-attribute events to enhance risk communication, Safety Science, Volume 99, Part A, Pages 58-70.
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(2017): Learning from accidents: interactions between human factors, technology and organisations as a central element to validate risk studies, Safety Science, 99, 196–214.
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(2017): Method of reliability assessment of arctic pipelines in the space of loads, Russian Journal of Construction Science and Technology, 3(1), 49-59.
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(2017): Sensitivity or Bayesian model updating: a comparison of techniques using the DLR AIRMOD test data, Archive of Applied Mechanics, Volume 87, Issue 5, pp 905–925.
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(2017): Simulating quality assurance and efficiency analysis between construction management and engineering geodesy, Automation in Construction, 76: 24-35.
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(2017): MODIS - Ein Simulationsmodell zur Bewertung von Verkehrsflächen nach dem Shared-Space-Gestaltungsprinzip, Bauingenieur; 92: 341-346.
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(2017): Risk Assessment of Spent Nuclear Fuel Facilities Considering Climate Change, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 3(2), G4016003, 1–15.
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(2017): Robust vulnerability analysis of nuclear facilities subject to external hazards, Stochastic Environmental Research and Risk Assessment 31 (10), 2733–2756.
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(2017): Fatigue stress spectra and reliability evaluation of short- to medium- span bridges under stochastic and dynamic traffic load, ASCE Journal of Bridge Engineering, 22(12), 04017102, 1–11.
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(2017): Imprecise probability analysis of steel structures subject to atmospheric corrosion, Structural Safety, 67, 62–69.
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(2017): Uncertainty quantification of power spectrum and spectral moments estimates subject to missing data, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Vol. 3, Issue 4, 04017020.
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(2016): Uncertainty analysis of a structural – acoustic problem using imprecise probabilities based on p-box representations, Mechanical Systems and Signal Processing, 80, 45–57.
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(2016): Interval spectral stochastic finite element analysis of structures with aggregation of random field and bounded parameters, International Journal of Numerical Methods in Engineering; Volume 108, Issue 10: 1198–1229.
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(2016): Use of massively parallel computing to improve modelling accuracy within the nuclear sector, The International Journal of Multiphysics, 10, 2.
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(2016): Imprecise system reliability and component importance based on survival signature, Reliability Engineering & System Safety; 150: 116-125.
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(2016): Statistical linearization of nonlinear structural systems with singular matrices, ASCE Journal of Engineering Mechanics, 142(9):04016063-11.
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(2016): Robustness of load and resistance design factors for RC columns with wind dominated combination considering random eccentricity, ASCE's Journal of Structural Engineering: 04016221.
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(2016): Why Modified Exponential Covariance Kernel is Empirically Successful: A Theoretical Explanation, Journal of Uncertain Systems; 10: 10—14.
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(2016): A Hybrid Method for Structural System Reliability-Based Design Optimization and its Application to Trusses, Quality and Reliability Engineering International; 32(2): 595—608.
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(2016): An adaptive support vector regression method for structural system reliability assessment and its application to a cable-stayed bridge, Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability; 230(2): 204-219.
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(2016): Fatigue Reliability Assessment of Welded Steel Bridge Decks under Stochastic Truck Loads via Machine Learning, Journal of Bridge Engineering, 22.1: 04016105.
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(2016): Probabilistic analysis of a rock salt cavern with application to energy storage systems, Rock Mechanics and Rock Engineering, pages 1–19.
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(2016): An approximate stochastic dynamics approach for nonlinear structural system performance-based multi-objective optimum design, Structural Safety; 60: 67-76.
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(2016): Nonlinear MDOF structural system survival probability determination subject to evolutionary stochastic excitation, Journal of Mechanical Engineering, 62(7–8), 440–451.
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(2016): Learning from major accidents to improve system design, Safety Science; 84: 37-45.
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(2016): Robust probabilistic risk/safety analysis of complex systems and critical infrastructures, Reliability Engineering and System Safety, 136, 47-61.
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(2016): Approximate fuzzy analysis of linear structural systems applying intervening variables, Computers and Structures; 162: 116—129.
DOI: 10.1016/j.compstruc.2015.08.020 -
(2016): Mapping slope deposits depth by means of cluster analysis: a comparative assessment, Rendiconti online della societa geologica italiana, Vol. 39/2016: 47-50.
DOI: 10.3301/ROL.2016.44 -
(2015): Compressive sensing based stochastic process power spectrum estimation subject to missing data, Probabilistic Engineering Mechanics; 44: 66-76.
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(2015): An artificial neural network approach for stochastic process power spectrum estimation subject to missing data, Structural Safety; 52: 150-160.
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(2015): Uncertainty Quantification in Power Spectrum Estimation of Stochastic Processes Subject to Missing Data, International Journal of Sustainable Materials and Structural Systems (IJSMSS).
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(2015): Advanced Line Sampling for efficient robust reliability analysis, Structural Safety; 52: 170-182.
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(2015): Linear random vibration of structural systems with singular matrices, ASCE Journal of Engineering Mechanics, 142(2):04015081-11.
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(2015): A nonlinear model of failure function for reliability analysis of RC frame columns with tension failure, Engineering Structures; 98: 74-80.
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(2015): Softening Duffing Oscillator Reliability Assessment Subject to Evolutionary Stochastic Excitation, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering: C4015001.
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(2015): A probabilistic analysis of subsoil parameters uncertainty impacts on tunnel-induced ground movements with a back-analysis study, Computers and Geotechnics, Volume 68, pages 38-53.
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(2015): Uncertainty Management in Multidisciplinary Design of Critical Safety Systems, Journal of Aerospace Information Systems; 12(1): 140-169.
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(2015): Nuanced Robustness Analysis with Limited Information, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering: B4015001.
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(2015): Long-term performance assessment and design of offshore structures, Computers & Structures; 154: 101-115.
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(2014): Distribution Characteristics and Potential Ecological Risk Assessment of Asenic And Mercury in Vegetable Soils of Changchun Suburb, Soil and Crop(3).
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(2014): Robust and reliable metamodels for mechanized tunnel simulation, Computers and Geotechnics, Volume 61, pages 1-12.
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(2014): Application of Metamodeling Techniques for Mechanized Tunnel Simulation, Journal of Theoretical and Applied Mechanics, Volume 44, pages 45-54.
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(2014): A genetic algorithm approach for the calibration of a social force based model for shared spaces, Probabilistic Engineering Mechanics; 38: 42—53.
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(2014): Global sensitivity analysis for subsoil parameter estimation in mechanized tunneling, Computers and Geotechnics, Volume. 56, pages 80-88.
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(2013): Imprecise probabilities in engineering analyses, Mechanical Systems and Signal Processing; 37(1-2): 4—29.
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(2013): Interval or moments: Which carry more information?, Soft Computing; 17(8): 1319—1327.
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(2013): Reliability analysis with scarce information: Comparing alternative approaches in a geotechnical engineering context, Structural Safety; 41: 1—10.
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(2013): Verified stochastic methods: Markov Set-Chains and dependency modeling of mean and standard deviation, Soft Computing; 17(8): 1415—1423.
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(2013): Bayesian approach for inconsistent information, Information Sciences; 245: 96—111.
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(2013): Structural reliability analysis on the basis of small samples: an interval quasi-Monte Carlo method, Mechanical Systems and Signal Processing; 37(1): 137—151.
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(2012): Safety and robustness assessment of structures with generalized data uncertainty, GACM Report Summer 2012; 7: 23—28.
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(2012): Micromechanical modeling of NiTi shape memory alloys including austenite, R-phase, and martensite, Computer Methods in Applied Mechanics and Engineering, Volumes 229–232, Pages 44–55.
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(2012): Assessment of the Influence of R-Phase Formation on the Material Behavior of NiTi using a Micromechanical Model, Functional Materials Letters. Volume: 5, Issue: 1(2012) 1250015.
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(2012): General purpose software for efficient uncertainty management of large finite element models, Finite Elements in Analysis and Design; 51(1): 31—48.
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(2012): Interval Analysis for System Identification of Linear MDOF Structures in the Presence of Modeling Errors, Journal of engineering mechanics; 138(11): 1326—1338.
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(2012): Failure and reliability predictions by infinite impulse response locally recurrent neural networks, Chemical Engineering Transactions; 26: 117—122.
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(2011): Reliability assessment of axially compressed composite cylindrical shells with random imperfections, International Journal of Structural Stability and Dynamics; 11(2): 215—236.
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(2011): Efficient modeling of imperfections for buckling analysis of composite cylindrical shells, Engineering Structures; 33(5): 1796—1806.
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(2011): A stochastic model updating technique for complex aerospace structures, Finite Elements in Analysis and Design; 47(7): 739—752.
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(2011): Maßnahmen zur Effizienzsteigerung bei der Durchführung tachymetrischer Netzmessungen, AVN Allgemeine Vermessungs-Nachrichten; 1.
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(2010): Detection of branching points in noisy processes, Computational Mechanics; 45(4): 363—374.
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(2010): Effizienzoptimierung und Qualitätssicherung ingenieurgeodätischer Prozesse im Hochbau, Bauingenieur; 85(11).
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(2010): Mehr Sicherheit für Fußgänger - Simulation der Fußgängerdynamik ermöglicht sichere Evakuierungen, UniMagazin 03/04 Leibniz Universität Hannover.
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(2010): Discrete-continuous variable structural optimization of systems under stochastic loading, Structural Safety; 32(5): 293—304.
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(2010): Comparison of uncertainty models in reliability analysis of offshore structures under marine corrosion, Structural Safety; 32(6): 425—432.
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(2009): Engineering quantification of inconsistent information, International Journal of Reliability and Safety; 3(1-3): 174—200.
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(2009): A neural network approach for simulating stationary stochastic processes, Structural Engineering and Mechanics; 32(1): 71—94.
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(2009): Lifetime prediction using accelerated test data and neural networks, Computers & Structures; 87(19): 1187—1194.
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(2009): Nuclear reactor dynamics on-line estimation by Locally Recurrent Neural Networks, Progress in Nuclear Energy; 51(3): 573—581.
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(2009): Modelling the dynamics of the lead bismuth eutectic experimental accelerator driven system byan infinite impulse response locally recurrent neural network, Nuclear Engineering and Technology; 41(10): 1293—1306.
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(2008): Designing robust structures - A nonlinear simulation based approach, Computers and Structures; 86(10): 1102—1122.
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(2008): Merging neural networks and topological models to re-engineer construction drawings, Advances in Engineering Software; 39(10): 812—820.
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(2008): Engineering computation under uncertainty - Capabilities of non-traditional models, Computers and Structures; 86(10): 1024—1041.
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(2007): Model-free sampling, Structural safety; 29(1): 49—65.
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(2007): Überblick zum Themenbereich Netzwerkgerechte Prozessmodellierung, Vernetzt - kooperative Planungsprozesse im Konstruktiven Ingenieurbau.
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(2007): Relationale Prozessmodellierung in kooperativer Gebäudeplanung, Vernetzt - kooperative Planungsprozesse im Konstruktiven Ingenieurbau.
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(2007): Karhunen–Loéve Expansion of Stochastic Processes with a Modified Exponential Covariance Kernel, Journal of Engineering Mechanics; 133(7): 773—779.
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(2006): Zum Einfluss der Datenbasis auf Tragwerkssicherheit und Versagensrisiko, Wissenschaftliche Zeitschrift der Technischen Universität Dresden; 55(3-4): 49—53.
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(2006): Time-dependent reliability of textile-strengthened RC structures under consideration of fuzzy randomness, Computers and Structures; 84(8-9): 585—603.
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(2005): Re-Engineering im Konstruktiven Ingenieurbau, von der Bauzeichnung zum Produktmodell, Bauingenieur; 80: 509—516.
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(2004): Uncertain structural design based on nonlinear fuzzy analysis, ZAMM - Zeitschrift fur Angewandte Mathematik und Mechanik; 84(10-11): 740—753.
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(2004): Discussion on ''Structural reliability analysis through fuzzy number approach, with application to stability'', Computers and Structures; 2(82): 325—327.
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(2003): Safety assessment of structures in view of fuzzy randomness, Computers and Structures; 81(15): 1567—1582.
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(2000): Modellierung von Unschärfe im Ingenieurbau, Bauinformatik; 3: 21—25.
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(2000): Fuzzy-Tragwerksanalyse - Tragwerksanalyse mit unscharfen Parametern, Bauingenieur; 75(11): 697—708.
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(2000): Fuzzy structural analysis using α-level optimization, Computational Mechanics; 26(6): 547—565.
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(1999): Possibility Theory Based Safety Assessment, Computer-Aided Civil and Infrastructure Engineering; 14(2): 81—91.
Conference Papers
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(2024): Transport Map Coupling Filter For State-Parameter Estimation, Advances in Reliability, Safety and Security, Part 9, pp. 47-56
DOI: 10.48550/arXiv.2407.02198
ISBN: 978-83-68136-08-1 -
(2024): Resilience-Based Optimization of Life Cycle Measure Strategies Considering Adaptiveness in the Context of Linked Data Models, Proceedings 4th International Conference on Vulnerability and Risk Analysis and Management (ICVRAM2024) & 8th International Symposium on Uncertainty Modelling and Analysis (ISUMA2024). Shanghai, China.
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(2023): Efficient posterior estimation for stochastic SHM using transport maps, Life-Cycle of Structures and Infrastructure Systems, 1st Edition
DOI: 10.1201/9781003323020-82
ISBN: 9781003323020 -
(2023): The Concept of Diagonal Approximated Signature: New Surrogate Modeling Approach for Continuous-State Systems., Infrastructure Innovation & Adaptation for a Sustainable & Resilient World (INSPIRE) Conference Proceedings. pp. 258-266. Virginia, USA.
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(2022): Stochastic process generation from relaxed power spectra utilising stochastic harmonic functions, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management (ISRERM 2022), Hannover, Germany.
DOI: 10.3850/978-981-18-5184-1_MS-01-220-cd -
(2022): Assessing the severity of the missing data problem with the interval DFT algorithm, Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Dublin, Ireland.
DOI: 10.3850/978-981-18-5183-4_S14-05-243-cd -
(2022): Capturing Epistemic Uncertainties in the Power Spectral Density for Limited Data Sets, Probabilistic Safety Assessment and Management PSAM 16, Honolulu, USA. More info
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(2022): Classification of power spectra from data sets with high spectral variance for reliability analysis of dynamic structures, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management (ISRERM 2022)
DOI: 10.3850/978-981-18-5184-1_MS-11-160-cd -
(2022): Epistemic Uncertainty Quantification of Localised Seismic Power Spectral Densities, Probabilistic Safety Assessment and Management PSAM 16, Honolulu, USA. More info
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(2022): Survival probability determination of nonlinear oscillators with fractional derivative terms under evolutionary stochastic excitation, Proceedings of the Engineering Mechanics Institute Conference (EMI 2022), May 31 – June 3, 2022, John Hopkins University, Baltimore, USA.
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(2022): Joint statistics of natural frequencies of linear structural systems with singular matrices, Proceedings of the 13th International Conference On Structural Safety And Reliability (ICOSSAR 2021-2022), 13-17 September, 2022, Tongji University, Shanghai, China.
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(2022): Virtual Process for Evaluating the Influence of Real Combined Module Variations on the Overall Performance of an Aircraft Engine., GPPS Chania22 Technical Paper Proceedings, Chania, Greece.
DOI: 10.33737/gpps22-tc-89 -
(2022): The Log-Rayleigh Distribution for Local Maxima of spectrally Represented Log-normal Processes, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management 4–7 September 2022, Hannover, Germany.
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(2022): Adaptive Kriging surrogate model for Bayesian model updating with Bhattacharyya distance metric, Proceedings of the 13th International Conference on Structural Safety and Reliability (ICOSSAR 2021-2022), China.
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(2022): Response of an MDOF nonlinear system with constraints under combined deterministic and non-stationary stochastic excitation, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management (ISRERM 2022), 4-7 September, 2022, Leibniz University Hannover, Hannover, Germany.
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(2022): Equivalent statistical quadratization based response analysis for nonlinear oscillators with fractional derivative terms, Proceedings of the 14th International Conference on Computational Structures Technology (CST 2022), 23-25 August, 2022, Montpellier, France.
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(2022): Response determination of a nonlinear energy harvesting device under combined stochastic and deterministic loads, Proceedings of the 13th International Conference On Structural Safety And Reliability (ICOSSAR 2021-2022), 13-17 September, 2022, Tongji University, Shanghai, China.
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(2022): Stochastic dynamics framework for nonlinear oscillators endowed with fractional derivative elements under compatible design-spectrum seismic excitation, Proceedings of the International Conference on Nonlinear Solid Mechanics (ICoNSoM) 2022, 13-16 June, Alghero, Sardinia, Italy.
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(2022): Stochastic response analysis of a piezoelectric harvesting device subjected to non-stationary loading, Proceedings of the 8th International Symposium on Reliability Engineering and Risk Management (ISRERM 2022), 4-7 September, 2022, Leibniz University Hannover, Hannover, Germany.
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(2022): Joint time-frequency response analysis of linear systems with singular matrices, Proceedings of the 13th International Conference On Structural Safety And Reliability (ICOSSAR 2021-2022), 13-17 September, 2022, Tongji University, Shanghai, China.
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(2022): Discovering nonlinear structural system dynamics based on compressive sampling concepts and tools, Proceedings of the Engineering Mechanics Institute Conference (EMI 2022), May 31 - June 3, 2022, John Hopkins University, Baltimore, USA.
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(2022): Resilience decision-making for complex and Substructured systems, 8th International Symposium on Reliability Engineering and Risk Management (ISRERM), Hannover, Germany
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(2021): Forward interval propagation through the discrete Fourier transform, The 9th international workshop on Reliable Engineering Computing
arXiv: arXiv:2012.09778 -
(2021): Breaking the double loop in nonlinear dynamic reliability analysis under epistemic uncertainty, Proceedings of the 8th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2021), Athens, Greece, 27-30 June, 2021.
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(2021): On the random eigenvalue problem for linear structural systems with singular matrices and parametric uncertainties, In: Proceedings of the Engineering Mechanics Institute Conference (EMI/PMC 2021), May 25-28, 2021, Columbia University, New York, USA.
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(2021): A Weierstrass-Kronecker canonical form approach for stochastic response determination of linear systems with singular matrices, Proceedings of the Engineering Mechanics Institute Conference (EMI/PMC 2021), May 25-28, 2021, Columbia University, New York, USA.
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(2021): Stochastic nonlinear response of structural systems endowed with singular matrices subject to combined periodic and stochastic excitations, Proceedings of the 8th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2021), Athens, Greece, 27-30 June, 2021.
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(2021): Sensitivity Analysis of an Aircraft Engine Model under Consideration of Dependent Variables, ASME TURBOEXPO 2021: Turbomachinery Technical Conference & Exposition. The American Society of Mechanical Engineers (ASME), Pittsburgh, USA.
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(2020): Parameter Investigation of Relaxed Uncertain Power Spectra for Stochastic Dynamic Systems, Proceedings of the XI International Conference on Structural Dynamics (EURODYN 2020), Athens, Greece.
DOI: 10.47964/1120.9311.18861 -
(2020): Reliability estimation of rare events for stochastic dynamic systems excited by stationary stochastic processes, Proceedings of the APSSRA 2020.
DOI: https://doi.org/10.15083/00079789 -
(2020): Response evolutionary power spectrum determination of nonlinear oscillators with fractional derivative elements, XI International Conference on Structural Dynamics (EURODYN 2020), 23-26 November, 2020, Athens, Greece.
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(2020): Bayesian model updating for existing seismic-isolated bridges using observed acceleration response data, Proceedings of the XI International Conference on Structural Dynamics (EURODYN 2020), Athens, Greece.
DOI: https://doi.org/10.47964/1120.9291.18937 -
(2020): Implementation of adaptive Kriging surrogate model for seismic reliability analysis of existing bridges, Proceedings of the Seventh Asian-Pacific Symposium on Structural Reliability and Its Applications (APSSRA 2020), Tokyo, Japan.
DOI: http://doi.org/10.15083/00079768 -
(2020): Incremental nonlinear stochastic dynamics technique of the first-passage time, Proceedings of the XI International Conference on Structural Dynamics (EURODYN 2020), Athens, Greece, 22-24 June, 2020 (Accepted).
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(2020): Peak response determination of nonlinear oscillators with fractional derivative elements under code-compliant stochastic seismic excitations, Proceedings of the XI International Conference on Structural Dynamics (EURODYN 2020), Athens, Greece, 22-24 June, 2020 (Accepted).
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(2020): Response evolutionary power spectrum determination of linear and nonlinear structural systems with singular matrices subjected to non-stationary stochastic excitation, proceedings of the XI International Conference on Structural Dynamics (EURODYN 2020), Athens, Greece, 22-24 June, 2020 (Accepted). | File |
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(2020): Wind field data extrapolation based on wind turbine measurement records via compressive sampling, proceedings of the XI International Conference on Structural Dynamics (EURODYN 2020), Athens, Greece, 22-24 June, 2020 (Accepted). | File |
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(2020): Efficient Reliability Analysis of an Axial Compressor in Consideration of Epistemic Uncertainty, e-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Venice, Italy. | File |
ISBN: 978-981-14-8593-0 -
(2019): Development of a Relaxed Stationary Power Spectrum using Imprecise Probabilities with Application to High-rise Buildings., IEEE Symposium Series on Computational Intelligence (SSCI).
DOI: 10.1109/SSCI44817.2019.9002899 -
(2019): Relaxed Stationary Power Spectrum Model Using Imprecise Probabilities, COMPDYN Proceedings, 1, pp. 592-599.
DOI: 10.7712/120119.6941.19045 -
(2019): Stochastic Processes Identification from Data Ensembles via Power Spectrum Classification., 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13).
DOI: 10.22725/ICASP13.407 -
(2019): Rare Event Modelling for Stochastic Dynamic Systems approximated by the Probability Density Evolution Method, Proceedings of the 29th European Safety and Reliability Conference (ESREL).
DOI: 10.3850/978-981-11-2724-3_0735-cd -
(2019): B-Spline based Polynomial Chaos for Stochastic Galerkin Methods, 2019 EMI International Conference, Lyon, France.
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(2019): Nonstationary stochastic response determination of nonlinear oscillators with fractional derivative elements, Proceedings of the Engineering Mechanics Institute International Conference (EMI International 2019), July 3-5, 2019, Lyon, France.
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(2019): Visualisierung stochastischer Phänomene bei einfachen struckturmechanischen Problemen mit Hilfe virtueller Realität, 31. Forum Bauinformatik, Berlin, Deutschland.
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(2019): An effective random vibration analysis technique for nonlinear MDOF structural systems response determination via a stochastic averaging approach, Proceedings of the 16th International Conference on Civil, Structural and Environmental Engineering Computing (CIVIL-COMP 2019), Lake Garda, Italy, 16-19 September, 2019.
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(2019): An efficient complex modal decomposition method for inelastic stochastic design spectrum-based analysis, Proceedings of the 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP 13), Seoul, South Korea, 26-30 May, 2019.
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(2019): An approximate stochastic dynamics framework for inelastic response determination of hysteretic MDOF structural systems subject to code-compliant non-stationary stochastic seismic excitation, Proceedings of the 16th International Conference on Civil, Structural and Environmental Engineering Computing (CIVIL-COMP 2019), Lake Garda, Italy, 16-19 September, 2019.
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(2019): A harmonic wavelets based analysis for the response determination of linear and nonlinear MDOF structural systems with singular matrices, Proceedings of the 16th International Conference on Civil, Structural and Environmental Engineering Computing (CIVIL-COMP 2019), Lake Garda, Italy, 16-19 September, 2019.
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(2019): Multidimensional Resilience Decision-Making On A Multistage High-Speed Axial Compressor, 29th International European Safety and Reliability Conference, ESREL 2019, Hannover, Germany. | File |
DOI: 10.3850/978-981-11-2724-3 0992-cd
ISBN: 978-981-11-2724-3 -
(2018): Synchronized Load Quantification from Multiple Data Records for Analysing High-rise Buildings, 7th Asia Conference on Earthquake Engineering, 22-25 November 2018, Bangkok, Thailand.
DOI: 10.15488/4957 -
(2018): Imprecise reliability analysis of complex interconnected networks, 28th International European Safety and Reliability Conference, ESREL 2018, Trondheim, Norway.
DOI: 10.1201/9781351174664-325
ISBN: 978-081538682-7 -
(2018): Modeling Traffic Accidents Caused by Random Misperception, IEEE Conference on Intelligent Transportation Systems (ITSC), Maui, HI, USA.
DOI: 10.1109/ITSC.2018.8569483 -
(2018): Modellierung und Simulation von ÖPNV auf gemeinsam genutzten Verkehrsflächen, 30. Forum Bauinformatik, Weimar.
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(2018): B-Spline based Polynomial Chaos Approximation for Random Variables, 8th Conference on Computational Stochastic Mechanics, Paros, Greece.
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(2018): Polynomial Chaos Approximation Using B-Splines, World Congress in Computational Mechanics, New York, USA.
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(2018): An efficient reliability analysis on complex non-repairable systems with common-cause failures, 28th International European Safety and Reliability Conference, ESREL 2018, Trondheim, Norway.
ISBN: 978-081538682-7 -
(2018): Risk Analysis of Infinite Slope Failure using Advanced Bayesian Networks, Proc. of the 8th International Workshop on REC 2018, Liverpool, UK.
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(2018): Risk Assessment for Slope Stability with Enhanced Bayesian Networks Methods, Proc. of the 6th ISRERM conference, Singapore 2018
DOI: 10.3850/978-981-11-2726-7_CTC304S3MRS04 -
(2018): An efficient stochastic complex modal analysis technique for nonclassically damped and nonlinear MDOF structural systems, Proceedings of the Engineering Mechanics Institute International Conference (EMI-IC 2018), Shanghai, China, 2-4 November, 2018.
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(2018): Nonlinear MDOF system non-stationary stochastic response determination via statistical linearization and complex modal analysis, Proceedings of the International Engineering Mechanics Institute Conference (EMI 2018), M.I.T., Cambridge MA, USA, 29 May - 1 June, 2018.
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(2018): Attempt to predict human error probability in different industry sectors using data from major accidents and Bayesian networks, Probabilistic Safety Assessment and Management, PSAM 2018, Los Angeles, USA.
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(2018): Human reliability analysis - accounting for human actions and external factors through the project life cycle, 28th International European Safety and Reliability Conference, ESREL 2018, Trondheim, Norway.
ISBN: 978-081538682-7 -
(2018): Should I Stay or Should I Go? A Discrete Choice Model for Pedestrian–Vehicle Conflicts in Shared Space, Transportation Research Board (TRB) 97th Annual Meeting, Washington DC, USA.
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(2018): Applying Graph Theory and Lifeline Reliability to the System Survival Signature, 6th International Symposium on Reliability Engineering and Risk Management (6ISRERM), 31 May-01 Jun 2018, Singapore.
DOI: 10.3850/978-981-11-2726-7_CRR19 -
(2018): A Novel Application of System Survival Signature in Reliability Assessment of Offshore Structures, Advances in Intelligent Systems and Computing 866:11-20, International Conference on Intelligent Computing and Optimization, ICO 2018, Pattaya, Thailand.
DOI: 10.1007/978-3-030-00979-3_2 -
(2018): Decision-making for resilience-enhancing endowments in complex systems using principles of risk measures, 6th International Symposium on Reliability Engineering and Risk Management (6ISRERM), 31 May-01 Jun 2018, Singapore. | File |
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(2018): Application of fuzzy finite element method in addressing the presence of uncertainties, 28th International European Safety and Reliability Conference, ESREL 2018, Trondheim, Norway.
ISBN: 978-081538682-7 -
(2017): How Accurate Are Expert Estimations of Correlation?, 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA.
DOI: 10.1109/SSCI.2017.8280790 -
(2017): Numerically efficient reliability analysis of interdependent networks, 27th European Safety and Reliability Conference - ESREL 2017.
DOI: 10.1201/9781315210469-298 -
(2017): Seabed sediment classification of side-scan sonar data using convolutional neural networks, 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA.
DOI: 10.1109/SSCI.2017.8285220 -
(2017): Experimental Modal Analysis and Model Identification of vibroacoustic Systems in Aerospace Engineering, International Conference in Aerospace for Young Scientists (ICAYS), Beijing.
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(2017): Meta-models for fatigue damage estimation of offshore wind turbines jacket substructures, EURODYN 2017, Procedia Engineering, Volume 199, 2017, Pages 1158-1163.
DOI: 10.1016/j.proeng.2017.09.292 -
(2017): Comparison of Bayesian and interval uncertainty quantification: Application to the AIRMOD test structure, 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA.
DOI: 10.1109/SSCI.2017.8280882 -
(2017): Revealing prediction uncertainty in artificial neural network based reconstruction of missing data in stochastic process records utilizing extreme learning machines, 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA.
DOI: 10.1109/SSCI.2017.8285295 -
(2017): Efficient reliability and uncertainty assessment on lifeline networks using the survival signature, UNCECOMP 2017 - Proceedings of the 2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 2017, pp. 90-99.
DOI: 10.7712/120217.5354.16865 -
(2017): A frequency domain methodology for determining the stochastic response of systems with singular matrices, Proceedings of the Engineering Mechanics Institute Conference (EMI 2017), UC San Diego, June 4-7, 2017.
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(2017): A Moore-Penrose frequency domain approach for stochastic response determination of structural systems with singular matrices, Proceedings of the 12th International Conference On Structural Safety And Reliability (ICOSSAR 2017), 6-10 August, 2017, TU Wien, Vienna, Austria.
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(2017): Sensitivity Analysis of Material and Load Parameters to Fatigue Stresses of an Offshore Wind Turbine Monopile Substructure, EURODYN 2017, Procedia Engineering, Volume 199, 2017, Pages 1228-1233.
DOI: 10.1016/j.proeng.2017.09.255 -
(2017): Sampling schemes for history matching using subset simulation, UNCECOMP 2017 - Proceedings of the 2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 2017, pp. 154-164.
DOI: 10.7712/120217.5359.16948 -
(2017): An approximate stochastic dynamics approach for inelastic stochastic design spectrum-based analysis, Proceedings of the International Engineering Mechanics Institute Conference (EMI 2017), San Diego, USA, 4-7 June, 2017.
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(2017): A stochastic dynamics approach for seismic response spectrum-based analysis of hysteretic MDOF structures, Proceedings of the 12th International Conference on Structural Safety and Reliability (ICOSSAR 2017), Vienna, Austria, 6-10 August, 2017.
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(2017): Model Updating Strategy of the DLR-AIRMOD Test Structure, EURODYN 2017, Procedia EngineeringVolume 199, 2017, Pages 978-983.
DOI: 10.1016/j.proeng.2017.09.221 -
(2017): A multi-layer social force approach to model interactions in shared spaces using collision prediction, Transportation Research Procedia, 25: 1249–1267.
DOI: 10.1016/j.trpro.2017.05.144 -
(2017): Modeling and Solving of Multiple Conflict Situations in Shared Spaces, Traffic and Granular Flow (TGF) 2017, Washington DC, USA.
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(2016): Reliability Assessment of Systems with Limited Information, Kim, S.-H.; Kong, J.S. (eds.): Proceedings of the 5th International Symposium on Reliability Engineering and Risk Management (ISRERM2016), Yonsei University, Seoul, Korea, 19-22.
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(2016): Optimierung von Gebietszerlegungen mit Hilfe der Partikelschwarmoptimierung, 28. Forum Bauinformatik, Hannover, Deutschland.
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(2016): Comparing Isogeometric Mesh Generation Techniques for Curve to Area Parametrization, IV. International Conference on Isogeometric Analysis, San Diego, California.
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(2016): Identification of reduced and uncoupled models in vibroacoustical experimental modal analysis, The 27th International Conference on Noise and Vibration Engineering (ISMA), Leuven, Belgium.
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(2016): Reliability-based methodology for the optimal design of viscous dampers, 14th International Probabilistic Workshop, Ghent, Belgium, December 2016.
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(2016): Reliability Analysis of Complex Systems with Uncertainties by Monte Carlo Simulation Method, Huang, H.; Li, J.; Zhang, J.; Chen J.B. (eds.): Proceedings of the 6th Asian-Pacific Symposium on Structural reliability and its Applications (APSSRA’6), Tongji University Press, China, 353-358.
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(2016): Component importance measures for complex repairable system, Walls, L.; Revie, M.; Bedford, T. (eds.): Risk, Reliability and Safety: Innovating Theory and Practice, Proceedings of the European Safety and Reliability Conference (ESREL 2016), Taylor & Francis Group, London, 1580-1585.
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(2016): Bayesian model calibration using subset simulation, Walls, L.; Revie, M.; Bedford, T. (eds.): Risk, Reliability and Safety: Innovating Theory and Practice, Proceedings of the European Safety and Reliability Conference (ESREL 2016), Taylor & Francis Group, London, 293-298.
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(2016): Dynamic Reliability Assessment for Long-Span Bridges under Heavy Stochastic Traffic Flows, Freitag, S.; Muhanna, R.L.; Mullen, R.L. (eds.): Proceedings of the 7th International Workshop on Reliable Engineering Computing (REC2016), Computing with Polymorphic Uncertain Data, Ruhr Universität Bochum, Germany, 515-523.
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(2016): Dealing with vague and limited information in uncertainty quantification, 7th International Workshop on Reliable Engineering Computing (REC2016) June 15-17, 2016, Ruhr University Bochum, Germany.
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(2016): Learning from accidents: Investigating the genesis of human errors in multi-attribute settings to improve the organisation of design, Walls, L.; Revie, M.; Bedford, T. (eds.): Risk, Reliability and Safety: Innovating Theory and Practice, Proceedings of the European Safety and Reliability Conference (ESREL 2016), Taylor & Francis Group, London, 228-236.
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(2016): A genetic algorithm approach for the calibration of a social force based model for shared spaces, Proceedings of Pedestrian and Evacuation Dynamics 2016, University of Science and Technology of China Press
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(2016): Random vibration integrals for systems endowed with fractional derivative elements, Proceedings of the Engineering Mechanics Institute Conference, and Probabilistic Mechanics & Reliability Conference (EMI 2016 & PMC 2016), Vanderbilt University, May 22-25, 2016.
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(2016): Approximation Concepts for Fuzzy Analysis in Structural Dynamics, Freitag, S.; Muhanna, R.L.; Mullen, R.L. (eds.): Proceedings of the 7th International Workshop on Reliable Engineering Computing (REC2016) Computing with Polymorphic Uncertain Data, Ruhr Universität Bochum, Germany, 211-223.
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(2015): Efficient epistemic-aleatory uncertainty quantification application to the nafems challenge problem, NAFEMS World Congress 2015, San Diego, California.
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(2015): Structural system response and reliability analysis under imcomplete earthquake records, Haukaas, T. (ed): Proceedings of the 12th International Conference on Applications of Statistics and Probability in Civil Engineering 2015 (ICASP12), paper 131.
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(2015): Analysis of a Major-Accident Dataset by Association Rule Mining to Minimise Unsafe Interfaces, Patelli, E.; Kougioumtzoglou, I. (eds.): Proceedings of the 13th International Probabilistic Workshop, Institute for Risk & Uncertainty, University of Liverpool, UK, paper 092.
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(2015): Survival signature-based sensitivity analysis of systems with epistemic uncertainties, Podofillini et al. (eds.): Safety and Reliability of Complex Engineered Systems, Proceedings of the European Safety and Reliability Conference (ESREL 2015), Taylor & Francis Group, London, 1547-1552.
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(2015): Reliability Analysis of Systems Based on Survival Signature, Haukaas, T. (ed): Proceedings of the 12th International Conference on Applications of Statistics and Probability in Soil and Structural Engineering 2015 (ICASP12), paper 314.
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(2015): Statistical linearization of nonlinear systems with singular mass matrices, Proceedings of the Engineering Mechanics Institute Conference (EMI 2015), Stanford University, June 16-19, 2015.
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(2015): Perspectives on model updating, International Conference on Structural Engineering Dynamics (ICEDyn 2015), 3-5 July 2015; Logos, Portugal.
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(2015): Bayesian model updating of the DLR AIRMOD test structure, 1st ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering, 25-27 May 2015, Crete Island, Greece.
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(2015): The influence of subsoil mechanical properties description on geotechnical computations – An example of mechanized tunneling, RuhGeo Tag. Dortmund, Germany, March 2015.
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(2015): An approximate stochastic dynamics approach for efficient performance-based earthquake engineering, Proceedings of the International Engineering Mechanics Institute Conference (EMI 2015), Stanford, USA.
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(2015): Fragility analysis of hysteretic MDOF structural systems subject to evolutionary stochastic excitations, Proceedings of the 8th GRACM International Congress on Computational Mechanics (GRACM 15), Volos, Greece.
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(2015): Nonlinear stochastic dynamic analysis for performance based multi-objective optimum design considering life cycle seismic loss estimation, Proceedings of the 12th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP 12), Vancouver, Canada.
DOI: 10.14288/1.0076149 -
(2015): Reliability assessment of nonlinear MDOF systems subject to evolutionary stochastic excitation, Deodatis, G.; Spanos, P.D. (eds.): Computational Stochastic Mechanics, Proceedings of the 7th International Conference on Computational Stochastic Mechanics (CSM 7), Research Publishing Services, Singapore, 420-431.
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(2015): Human factors and quality control procedures: An example from the offshore oil & gas industry, Podofillini et al. (eds.): Safety and Reliability of Complex Engineered Systems, Proceedings of the European Safety and Reliability Conference (ESREL 2015), Taylor & Francis Group, London, 3835-3841.
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(2015): Learning from Accidents: Analysis and Representation of Human Errors in Multi-attribute Events, Haukaas, T. (ed): Proceedings of the 12th International Conference on Applications of Statistics and Probability in Soil and Structural Engineering 2015 (ICASP12), paper 190.
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(2015): Learning from accidents: Analysis of multi-attribute events and implications to improve design and reduce human errors, Podofillini et al. (eds.): Safety and Reliability of Complex Engineered Systems, Proceedings of the European Safety and Reliability Conference (ESREL 2015), Taylor & Francis Group, London, 3049-3056.
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(2015): A Clustering Approach to a Major-Accident Data Set: Analysis of Key Interactions to Minimise Human Errors, Engelbrecht, A. (ed.): Proceedings of the 2015 IEEE Symposium Series on Computational Intelligence (SSCI), 2015 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES), IEEE Computational Intelligence Society, Cape Town, South Africa, 1838-1843.
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(2015): Modeling of shared space with multi-modal traffic using a multi-layer social force approach, Transportation Research Procedia; 10: 316-326.
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(2015): Uncertainty management and resilient design of safety critical systems, NAFEMS World Congress 2015, San Diego, California.
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(2015): Likelihoods Comparison in a Bayesian Updating Procedure for Fatigue Crack Detection, Safety and Reliability of Complex Engineered Systems: ESREL 2015 7-10 September 2015, Zurich, Switzerland.
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(2015): Ein multi-modales Soziale-Kräfte-Modell für gemeinsam genutzte Verkehrsflächen, 27. Forum Bauinformatik, Aachen.
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(2015): Enhanced Bayesian Networks approach to risk assessment of spent fuel ponds, International Conference on Applications of Statistics and Probability in Civil Engineering.
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(2015): Uncertainty on shallow landslide hazard assessment: from field data to hazard mapping, European Geosciences Union, General Assembly, Vienna.
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(2015): Isogeometric coupling of the Reissner-Mindlin plate and solids using Nitsche's method with an analytical stability criterion, III. International Conference on Isogeometric Analysis, Trondheim, Norwegen.
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(2015): Modellierung und Optimierung der Trassenallokation, 27. Forum Bauinformatik, Aachen.
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(2014): Computation of the Sobol'Indices using Importance Sampling, Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty Modeling and Analysis (ISUMA), 13-16 July 2014, Liverpool; UK.
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(2014): Trainieren von Feedforward-Netzen mit Nebenbedingungen am Beispiel einer Korngrößenverteilung, 26. Forum Bauinformatik, Darmstadt.
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(2014): Multiskalenansatz für reaktive Prozess- und Ablaufplanung, ASIM 2014, 22. Symposium Simulationstechnik.
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(2014): Ablaufplanung unter Berücksichtigung von Unschärfe, 26. Forum Bauinformatik 2014, Darmstadt.
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(2014): An open approach to educational resource development, with a specific example from structural engineering, 42nd Annual Conference of the European Society for Engineering Education (SEFI).
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(2014): Compressive sensing based power spectrum estimation from incomplete records by utilizing an adaptive basis, Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES).
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(2014): A compressive sensing based approach for evolutionary power spectrum estimation subject to missing data, Proceedings of the 7th International Conference on Stochastic Mechanics (CSM).
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(2014): A compressive sensing based approach for estimating stochastic process power spectra subject to missing data Spec uncertainty, Proceedings of the 9th International Conference on Structural Dynamics (EURODYN), Reliability and robustness of dynamic systems.
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(2014): Random vibration of linear systems with singular mass matrices, Proceedings of the 7th International Conference on Computational Stochastic Mechanics (CSM 7), Santorini, Greece, 15-18 June, 2014, G. Deodatis, P. D. Spanos (Eds.), Research Publishing, p. 277-285.
ISBN: 978-981-09-5348-5 -
(2014): Higher order matrix differential equations with singular coefficient matrices, Proceedings of the 12th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2014), Rhodes, Greece, 22-28 September, 2014, American Institute of Physics (AIP) Conf. Proc. 1648, 340002-1340002-4.
DOI: 10.1063/1.4912578 -
(2014): Model Updating by Uncertain Parameter Inference, Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty Modeling and Analysis (ISUMA), 13-16 July 2014, Liverpool; UK.
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(2014): Umgang mit Abweichungen und Störungen bei der Petri-Netz-basierten Modellierung von Bau- und Messprozessen, 17. Internationaler Ingenieurvermessungskurs, Zürich, Schweiz.
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(2014): Optimal design of nonlinear structures under evolutionary stochastic earthquake excitations, Proceedings of the International Conference on Engineering and Applied Sciences Optimization (OPT-i), Kos, Greece.
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(2014): Robust design optimization of dynamical systems under evolutionary stochastic seismic excitation, Proceedings of the 2nd International Conference on Vulnerability and Risk Analysis and Management (ICVRAM 2014) & 6th International Symposium on Uncertainty Modelling and Analysis (ISUMA 2014), Liverpool, UK.
DOI: 10.1061/9780784413609.022 -
(2014): Human error analysis: Review of past accidents and implications for improving robustness of system design, Nowakowski et al. (eds.): Safety and Reliability: Methodology and Applications, Proceedings of the European Safety and Reliability Conference, ESREL 2014, CRC Press, Taylor & Francis Group, Boca Raton, London, New York, Leiden, 1037-1046.
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(2014): Metamodel-based sensitivity analysis of soil-structure interaction in urban tunneling, The 14th International Conference of the International Association for Computer Methods and Advances in Geomechanics. Kyoto, Japan, September 2014.
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(2014): An integrated and efficient numerical framework for uncertainty quantification: application to the NASA Langley multidisciplinary Uncertainty Quantification Challenge, 16th AIAA Non-Deterministic Approaches Conference (SciTech 2014), Maryland.
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(2014): OpenCossan: An efficient open tool for dealing with epistemic and aleatory uncertainties, Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty Modeling and Analysis (ISUMA), Liverpool, UK.
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(2014): Reliability-Based Design of Fluid Viscous Damper for Seismic Protection of Building Frames, Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty Modeling and Analysis (ISUMA), 13-16 July 2014, Liverpool; UK
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(2014): Approximation Concepts For Fuzzy Structural Analysis, Beer, M.; Au, S.K.; Hall, J.W. (eds.): Vulnerability, Uncertainty and Risk - Quantification, Mitigation and Management, Proceedings of the Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty, Modeling and Analysis (ISUMA), ASCE Council on Disaster Risk Management, Monograph No 9, CD-ROM, 135-144.
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(2014): Genetische Algorithmen für das Trassenallokationsproblem des spontanen Güterverkehrs, 26. Forum Bauinformatik, Darmstadt.
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(2013): A Bayesian Framework for Crack Detection in Structural Components Under Dynamic Excitation, Prognostics and System Health Management Conference PHM-2013, Milan, Italy.
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(2013): An artificial neural network based approach for power spectrum estimation subject to limited and/or missing data, Proceedings of the 11th International Conference on Structural Safety & Reliability (ICOSSAR), Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures: 1083-1090.
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(2013): Identification of a layer change in front of a mechanized tunnel face considering uncertainties, The 14th international conference on civil, structural and environmental engineering computing. Italy, September 2013.
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(2013): Sensitivity analysis of the effect of the efficient uncertainty in large Finite Element models, NAFEMS World Congress 2013, Salzburg, Austria.
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(2013): A bayesian model updating procedure for dynamic health monitoring, 4th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2013).
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(2013): Approximate Fuzzy Structural Analysis Applying Taylor Series and Intervening Variables, Proceedings of the 10th World Congress on Structural and Multidisciplinary Optimization (WCSMO 2013), CD-ROM, 1-10.
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(2013): Ein Soziale-Kräfte-Modell für gemeinsam genutzte Verkehrsflächen, 25. Forum Bauinformatik, München, Deutschland.
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(2012): Numerical simulations of occupants evacuation within the context of life cycle engineering in building construction, IALLCE 2012 - 3th International Symposium on Life-Cycle Civil Engineering, Wien.
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(2012): T-spline surface design in engineering, 14th International Conference on Computing in Civil and Building Engineering (ICCCBE), Moskau.
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(2012): Entwicklung eines Frameworks zur Berechnung allgemeiner n-dimensionaler Polytopschnitte, 24. Forum Bauinformatik, Bochum.
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(2012): Morphodynamic Modeling in the German Bight Using ANN, Proceedings of 10th International Conference on Hydroscience and Engineering, Orlando, FL.
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(2012): Job scheduling using event-discrete simulation, pre-optimisation and just-in-time consideration of disturbance factors, eWork and eBusiness in Architecture, Engineering and Construction: ECPPM 2012.
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(2012): Application of Metamodeling Techniques for Mechanized Tunnel Simulation., International scientific conference on mechanics, MECH2012, Sofia, Bulgaria, 2012.
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(2012): Simulation of process interaction for quality assurance during construction., CONVR 2012 Proceedings of 12th International Conference on Construction Applications of Virtual Reality, Taipei, Taiwan.
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(2012): System identification methods for ground models in mechanized tunneling, 19th International Conference on the Application of Computer Science and Mathematics in Architecture and Civil Engineering. Weimar, 2012.
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(2012): Scenario-driven system identification for the specification of ground models in mechanized tunneling, 14th International Conference on Computing in Civil and Building Engineering. Moscow, June 2012.
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(2012): High-level Petri nets for modeling of geodetic processes and their integration into construction processes, ECPPM 2012 - eWork and eBusiness in Architecture, Engineering and Construction, Reykjavik.
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(2012): Kopplung von Verkehrsflusssimulation und Routensuche zur Verbesserung der Routenwahl, 24. Forum Bauinformatik.
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(2011): Efficient model updating of the GOCE satellite based on experimental modal data, 3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2011), 26-28 May 2011, Island of Corfu, Greece
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(2011): Reliability analysis of offshore structures with imprecise corrosion effects, Deodatis, G.; Spanos, P.D. (eds.): Computational Stochastic Mechanics Proceedings of the Sixth International Conference on Computational Stochastic Mechanics, Research Publishing Services, Singapore, 66-79.
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(2011): Automatische Erkennung von Fußgängerströmen in digitalen Videoaufzeichnungen, 23. Forum Bauinformatik, Cork.
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(2011): Kopplung von Fußgängerevakulierung- und Brandsimulation, 23. Forum Bauinformatik, Cork, Irland.
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(2010): B-Spline Volumes for Time Dependant Bathymetry Modelling, Proceedings of International Conference on Hydro-Science and Engineering (ICHE), IIT Madras, Chennai, India.
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(2010): Determination of Network Topology for ANN-Bathymetric Models, Proceedings of 9th International Conference on Hydroscience and Engineering, IIT Madras.
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(2010): Determination of network topology for artificial neural network bathymetric models, Proceedings of International Conference on Hydro-Science and Engineering (ICHE), IIT Madras, Chennai, India.
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(2010): Graphbased approaches for simulating pedestrian dynamics in building models, European Conferences on Product and Process Modelling (ECPPM), Cork, Ireland.
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(2010): Logistic Cargo Loading Optimisation, European Conferences on Product and Process Modelling (ECPPM), Cork, Ireland.
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(2010): Accurate prediction of the statistical deviations of the buckling load of imperfect CFRP cylindrical shells, IV European Conference on Computational Mechanics, May 17 - 21, 2010; Paris, France.
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(2010): COSSAN-X: A general purpose code for computational stochastic structural analysis, IV European Conference on Computational Mechanics, Paris, France, EU, Paris.
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(2010): Strategien zur dynamischen Routensuche und Alternativroutenbestimmung mittels genetischer Algorithmen, 22. Forum Bauinformatik, Berlin.
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(2009): Artificial Neuronal Networks in Environmental Engineering: Theory and Applications, Proceedings of 18th IKM, Weimar.
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(2009): Reliability-based knock-down factor for axially compressed composite cylindrical shells with random imperfections, ECSSMMT 2009 - 11th European Conference on Spacecraft Structures, Materials and Mechanical Testing, 15-17 Sep 2009, Toulouse, France.
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(2009): Hybride Prozessoptimierung unter Berücksichtigung geometrischer Nebenbedingungen, 21. Forum Bauinformatik.
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(2008): Decision support in Petri nets via genetic algorithms, eWork and eBusiness in Architecture, Engineering and Construction: ECPPM.
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(2008): Predicting Reliability by Recurrent Neural Networks, 8th World Congress on Computational Mechanics (WCCM8) – 5th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2008), Venice, Italy.
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(2008): Locally recurrent neural networks for nuclear dynamics modeling, FLINS-The 8th International FLINS Conference on Computational Intelligence in Decision and Control, Madrid, Spain.
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(2007): Efficiency Improvement of the Karhunen-Loéve Expansion of Stochastic Processes with Exponential Covariance, Spanos, P.D.; Deodatis, G. (eds.): Computational Stochastic Mechanics Proceedings of the Fifth International Conference on Computational Stochastic Mechanics, Millpress, Rotterdam, 81-88.
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(2007): Adjusting a tool for collaborative planning to requirements in practice, 24th CIB-W78 Conference, Maribor.
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(2006): Trimmed Surfaces in a Hybrid Meshing Approach, International Association of Hydraulic Engineering and Research Congress (IAHR), Madras.
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(2006): Detection of Terrain Features Embedded in a Pre-Processor for Topographic Data, 7th International Conference on Hydroinformatics (HIC 2006). Nice, France, Nice.
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(2006): Navigation within hierarchical graph systems for process modelling, European Conference on Product and Process Modelling (ECPPM), Valencia.
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(2005): Neural networks in process simulation, Bathe, K.J. (ed.): Third M.I.T. Conference on Computational Fluid and Solid Mechanics, Cambridge, MA, USA, Compilation of Abstracts, 32.
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(2005): Simulation based structural reliability assessment involving imprecise data, Augusti, G.; Schuëller, G.I.; Ciampoli, M. (eds.): 9th International Conference On Structural Safety And Reliability, Rome, Italy Safety and Reliability of Engineering Systems and Structures, Millpress, Rotterdam, CD-ROM, Doc. MS0704, 1725-1732.
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(2005): Neural Network Based Monte Carlo Simulation Of Random Processes, Augusti, G.; Schuëller, G.I.; Ciampoli, M. (eds.): 9th International Conference On Structural Safety And Reliability, Rome, Italy, Safety and Reliability of Engineering Systems and Structures, Millpress, Rotterdam, CD-ROM, Doc. 017, 2179-2186.
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(2005): Breakline Detection Embedded in a Hybrid Meshing Scheme, Proceedings of the XXXI International Association of Hydraulic Engineering and Research Congress, Seoul.
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(2005): A Hybrid Meshing Scheme Based on Terrain Feature Identification, Proceedings of the 14th International Meshing Roundtable, San Diego, California.
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(2005): Process Modelling in Civil Engineering based on Hierarchical Petri Nets, Proceedings of the 22th International Conference on Information Technology for Construction CIB-W78, Dresden.
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(2005): Neural Networks in the Re-Engineering Process based on Construction Drawings, Proceedings of the 22th International Conference on Information Technology for Construction CIB-W78, Dresden.
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(2005): Modeling High Resolution Remote Sensing Data for Flood Hazard Assessment, Proceedings of the American Society for Photogrammetry and Remote Sensing ASPRS, Maryland.
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(2004): A Neural Network Approach for Representing Realizations of Random Processes, Wojtkiewicz, S.; Red-Horse, J.; Ghanem, R. (eds.): 9th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability, Albuquerque, NM, USA, CD-ROM, Doc. 04_104, 1-6.
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(2004): Re-Engineering Based on Construction Drawings-From Ground Floor Plan to Product Model, Proceedings of the Xth international conference in computing in civil engineering, ICCCBE, Weimar.
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(2004): Process modelling in building engineering, Proceedings of the European Conference on Product and Process Modelling in Building and Construction Industry (ECPPM).
Scientific Poster
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(2020): Breaking the double loop, Operator norm theory as an efficient tool to calculate imprecise probabilities | File |
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(2019): Non-stationary response statistics of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation | File |
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(2019): Non-intrusive imprecise stochastic simulation (NISS) for uncertainty quantification | File |