2026
- Deep belief Markov models for POMDP inference. Neural Networks 196, 2026, 108386 mehr…
- Branch-and-bound algorithm for efficient reliability analysis of general coherent systems. Structural Safety 118, 2026, 102653 mehr…
- State Space Kriging model for emulating nonlinear stochastic dynamical systems with parameter uncertainty. Mechanical Systems and Signal Processing 243, 2026, 113691 mehr…
- Estimating Rare Event Probabilities with Stein Variational Gradient Descent. International Journal for Uncertainty Quantification 16 (1), 2026, 79--100 mehr…
- Uncertainty Quantification for Earthquake and Tsunami Risk Analysis with Application to Valparaíso, Chile. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 12 (1), 2026, 04025091 mehr…
2025
- Ermittlung der Betondruckfestigkeit in Bestandsbauten. Beton- und Stahlbetonbau 120 (8), 2025, 623-627 mehr…
- Ermittlung der Betondruckfestigkeit in Bestandsbauten. Beton- und Stahlbetonbau 7 (n/a), 2025 mehr…
- Branch-and-bound algorithm for efficient reliability analysis of general coherent systems. Structural Safety, 2025, 102653 mehr…
- Adaptive Monte Carlo Methods for Estimating Rare Events in Power Grids. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 11 (1), 2025, 04024082 mehr…
- State Space Kriging model for emulating complex nonlinear dynamical systems under stochastic excitation. Computer Methods in Applied Mechanics and Engineering 442, 2025, 117987 mehr…
- Enhanced sequential directional importance sampling for structural reliability analysis. Structural Safety 114, 2025, 102574 mehr…
- Probabilistic digital twins for geotechnical design and construction. Data-Centric Engineering 6, 2025, e30 mehr…
- Stein Variational Rare Event Simulation. International Journal for Uncertainty Quantification, 2025 mehr…
- Development of methods of structural reliability. Structural Safety 113, 2025, 102474 mehr…
- Near-real-time ship grounding damage assessment using Bayesian networks. Ocean Engineering 339, 2025, 122132 mehr…
- Convex Is Back: Solving Belief MDPs With Convexity-Informed Deep Reinforcement Learning. arXiv preprint, 2025 mehr…
- Dual Graph-Based Bayesian Network Modeling With Rao-Blackwellization for Seismic Reliability and Complexity Quantification of Network Connectivity. Earthquake Engineering & Structural Dynamics 54 (10), 2025, 2387--2402 mehr…
- Efficient seismic reliability and fragility analysis of lifeline networks using subset simulation. Reliability Engineering & System Safety 260, 2025, 110947 mehr…
- Effect of plate-stiffener combination modelling uncertainty on ship\textquoterights hull girder ultimate strength reliability in vertical bending. Ocean Engineering 340, 2025, 122226 mehr…
- Models and methods for probabilistic safety assessment of steel structures subject to fatigue. Structural Safety 113, 2025, 102446 mehr…
- FORM-based global reliability sensitivity analysis of systems with multiple failure modes. Reliability Engineering & System Safety 260, 2025, 110974 mehr…
- Efficient Bayesian inversion for simultaneous estimation of geometry and spatial field using the Karhunen-Loève expansion. Computer Methods in Applied Mechanics and Engineering 441, 2025, 117960 mehr…
- Moving toward resilience and sustainability in the built environment. Structural Safety 113, 2025, 102449 mehr…
- Interpretation of probability in structural safety – A philosophical conundrum. Structural Safety 113, 2025, 102473 mehr…
- Multivariate Gaussian Process Regression for 3D site characterization from CPT and categorical borehole data. Engineering Geology 352, 2025, 108052 mehr…
2024
- Consensus-Based Rare Event Estimation. SIAM Journal on Scientific Computing 46 (3), 2024, A1487--A1513 mehr…
- POMDP inference and robust solution via deep reinforcement learning: an application to railway optimal maintenance. Machine Learning 113 (10), 2024, 7967-7995 mehr…
- Optimal adaptive decision rules in geotechnical construction considering uncertainty. Géotechnique 74 (13), 2024, 1622--1633 mehr…
- Covariance-based MCMC for high-dimensional Bayesian updating with Sequential Monte Carlo. Probabilistic Engineering Mechanics 77, 2024, 103667 mehr…
- Bayesian improved cross entropy method with categorical mixture models for network reliability assessment. Reliability Engineering & System Safety 252, 2024, 110432 mehr…
- Variance-based reliability sensitivity with dependent inputs using failure samples. Structural Safety 106, 2024, 102396 mehr…
- Data-driven prediction of extreme value distributions of finite-length random processes with application to fiber strength statistics. Computer Methods in Applied Mechanics and Engineering 432, 2024, 117431 mehr…
- Predicting the elastic properties of Norway spruce by its morphology. International Journal of Mechanical Sciences 282, 2024, 109570 mehr…
- Monitoring-supported value generation for managing structures and infrastructure systems. Data-Centric Engineering 5, 2024, e27 mehr…
- A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance. Reliability Engineering & System Safety 242, 2024, 109723 mehr…
- An investigation of belief-free DRL and MCTS for inspection and maintenance planning. Journal of Infrastructure Preservation and Resilience 5 (1), 2024, 6 mehr…
- Efficient global sensitivity analysis method for dynamic models in high dimensions. International Journal for Numerical Methods in Engineering 125 (15), 2024, e7494 mehr…
- Risk-informed representative earthquake scenarios for Valparaíso and Viña del Mar, Chile. Natural Hazards and Earth System Sciences 24 (8), 2024, 2667--2687 mehr…
- Maximum a posteriori estimation for linear structural dynamics models using Bayesian optimization with rational polynomial chaos expansions. Computer Methods in Applied Mechanics and Engineering 432, 2024, 117418 mehr…
- Between global risk reduction goals, scientific–technical capabilities and local realities: a modular approach for user-centric multi-risk assessment. Natural Hazards and Earth System Sciences 24 (12), 2024, 4631--4660 mehr…
- Hybrid Bayesian Networks for Reliability Assessment of Infrastructure Systems. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 10 (2), 2024, 04024019 mehr…
2023
- Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems. Reliability Engineering & System Safety 239, 2023, 109496 mehr…
- Bayesian improved cross entropy method for network reliability assessment. Structural Safety 103, 2023, 102344 mehr…
- Rare event estimation with sequential directional importance sampling. Structural Safety (100), 2023, 102291 mehr…
- Certified dimension reduction for Bayesian updating with the cross-entropy method. SIAM/ASA Journal on Uncertainty Quantification 11 (1), 2023, 358-388 mehr…
- Bayesian updating and marginal likelihood estimation by cross entropy-based importance sampling. Journal of Computational Physics 473, 2023, 111746 mehr…
- A Bayesian analysis for the quantification of strength model uncertainty factor of ship structures in ultimate limit state. Marine Structures 92, 2023, 103495 mehr…
- Spatial modeling of concrete strength based on data. Structural Safety 103, 2023, 102345 mehr…
- Investigation of Inspection and Maintenance Optimization with Deep Reinforcement Learning in Absence of Belief States. ICASP14 - 14th International Conference on Application of Statistics and Probability in Civil Engineering, 2023 mehr…
- A framework for quantifying the value of vibration-based structural health monitoring. Mechanical Systems and Signal Processing (184), 2023, 109708 mehr…
- On off-line and on-line Bayesian filtering for uncertainty quantification of structural deterioration. Data-Centric Engineering 4, 2023, e17 mehr…
- Bayesian updating of reliability by cross-entropy based importance sampling. Structural Safety 102, 2023, 102325 mehr…
- Stochastic efficient global optimization with high noise variance and mixed design variables. Journal of the Brazilian Society of Mechanical Sciences and Engineering 45 (7), 2023 mehr…
- Sparse Bayesian learning for complex-valued rational approximations. International Journal for Numerical Methods in Engineering 124, 2023, 1721-1747 mehr…
- Non-linear structural models and the partial safety factor concept. Structural Safety 103, 2023, 102341 mehr…
2022
- Bayesian post-processing of Monte Carlo simulation in reliability analysis. Reliability Engineering & System Safety (227), 2022, 108731 mehr…
- Data-driven predictive maintenance for gas distribution networks. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 8 (2), 2022, 04022016 mehr…
- A unifying review of NDE models towards optimal decision support. Structural Safety 97, 2022, 102213 mehr…
- Inspection and maintenance planning of a feeder piping system. Reliability Engineering & System Safety (224), 2022, 108521 mehr…
- Reliability-based inspection and maintenance planning of a nuclear feeder piping system. Reliability Engineering & System Safety 224 (108521), 2022 mehr…
- An adaptive subset simulation algorithm for system reliability analysis with discontinuous limit states. Reliability Engineering & System Safety (225), 2022, 108607 mehr…
- An adaptive subset simulation algorithm for system reliability analysis with discontinuous limit states. Reliability Engineering & System Safety 225 (108607), 2022 mehr…
- Bayesian learning of Gaussian mixture model for calculating debris flow exceedance probability. Georisk 16 (1), 2022, 154-177 mehr…
- Sequential active learning of low-dimensional model representations for reliability analysis. SIAM Journal on Scientific Computing 44 (3), 2022, 558-584 mehr…
- Sequential active learning of low-dimensional model representations for reliability analysis. SIAM Journal on Scientific Computing, 2022 mehr…
- Value of information from vibration-based structural health monitoring extracted via Bayesian model updating. Mechanical Systems and Signal Processing (166), 2022 mehr…
- Series system reliability of uncertain linear structures under Gaussian excitation by cross entropy-based importance sampling. Journal of Engineering Mechanics, ASCE (148), 2022 mehr…
- Optimal life-cycle mitigation of fatigue failure risk for structural systems. Reliability Engineering & System Safety (222), 2022, 108390 mehr…
- Selection of representative natural hazard scenarios for engineering systems. Earthquake Engineering & Structural Dynamics, 2022 mehr…
- Bayesian parameter updating in linear structural dynamics with frequency transformed data using rational surrogate models. Mechanical Systems and Signal Processing (166), 2022 mehr…
- The effect of random field parameter uncertainty on the response variability of composite structures. Composites Part C: Open Access (9), 2022, 100324 mehr…
- Decision-theoretic reliability sensitivity. Reliability Engineering & System Safety 221, 2022, 108215 mehr…
- Decision-theoretic reliability sensitivity. Reliability Engineering & System Safety 221, 2022, 108215 mehr…
- Hidden safety in structural design codes. Engineering Structures, 2022 mehr…
- Hidden safety in structural design codes. Engineering Structures, 2022 mehr…
- The ensemble Kalman filter for rare event estimation. SIAM/ASA Journal on Uncertainty Quantification 10 (1), 2022, 317-349 mehr…
- Rare event estimation using stochastic spectral embedding. Structural Safety 96, 2022, 102179 mehr…
2021
- Uncertainty quantification of microstructure variability and mechanical behavior of additively manufactured lattice structures. Computer Methods in Applied Mechanics and Engineering (385), 2021 mehr…
- Risk-based Fatigue Design Considering Inspections and Maintenance. ASCE-ASME Journal of Risk and Uncertainty Analysis , 2021, Part A, 7(1): 04020055. mehr…
- Variance-based reliability sensitivity analysis and the FORM α-factors. Reliability Engineering & System Safety (210), 2021 mehr…
- Combination line sampling for structural reliability analysis. Structural Safety, 2021, 88: 102025 mehr…
- Bayesian inference with subset simulation in varying dimensions applied to the Karhunen-Loève expansion. International Journal for Numerical Methods in Engineering (122), 2021, 5100–5127 mehr…
- Cross-entropy-based importance sampling with failure-informed dimension reduction for rare event simulation. SIAM/ASA Journal on Uncertainty Quantification (9(2)), 2021, 818-847 mehr…
- Error analysis for probabilities of rare events with approximate models. SIAM Journal on Numerical Analysis 59 (4), 2021, 1948-1975 mehr…
2020
- Assessing the Safety of Environment Perception in Automated Driving Vehicles. SAE International Journal of Transportation Safety, 8(1):1-8 (8(1)), 2020, 1-8 mehr…
- Exploiting Redundancy for Reliability Analysis of Sensor Perception in Automated Driving Vehicles. IEEE Transactions on Intelligent Transportation Systems (21 (12)), 2020, 5073 – 5085. mehr…
- Exploiting Redundancy for Reliability Analysis of Sensor Perception in Automated Driving Vehicles. IEEE Transactions on Intelligent Transportation Systems 21 (12), 2020, 5073-5085 mehr…
- Efficient estimation of hydraulic conductivity heterogeneity with non-redundant measurement information. International Journal on Geomathematics, 2020, 11: 15 mehr…
- Conditional reliability analysis in high dimensions based on controlled mixture importance sampling and information reuse. Computer Methods in Applied Mechanics and Engineering (381), 2020 mehr…
- A framework for global reliability sensitivity analysis in the presence of multi-uncertainty. Reliability Engineering & System Safety 195, 2020, 106726 mehr…
- Global sensitivity analysis in high dimensions with PLS-PCE. Reliability Engineering & System Safety 198, 2020, 106861 mehr…
- Reliability assessment of large hydraulic structures with spatially distributed measurements. Structure and Infrastructure Engineering (16:4), 2020, 599-612 mehr…
- Optimization of site exploration program for slope reliability assessment. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 6 (1), 2020, 04020004 mehr…
- Time variant reliability estimation of randomly excited uncertain dynamical systems by combined Markov chain splitting and Girsanov's transformation. Archive of Applied Mechanics 90, 2020, 2363-2377 mehr…
- Bayesian identification and model comparison for random property fields derived from material microstructure. Computer Methods in Applied Mechanics and Engineering 365, 2020, 113026 mehr…
- Polynomial chaos-based rational approximation in linear structural dynamics with parameter uncertainties. Computers & Structures (233), 2020, 106223 mehr…
- Reliability analysis of deteriorating structures systems. Structural Safety (82), 2020 mehr…
- Sparse polynomial chaos expansions using variational relevance vector machines. Journal of Computational Physics, 416: 109498, 2020 mehr…
- Bayesian inference of random fields represented with the Karhunen-Loève expansion. Computer Methods in Applied Mechanics and Engineering 358, 2020, 112632 mehr…
- Multilevel sequential importance sampling for rare event estimation. SIAM Journal on Scientific Computing, 42(4), 2020, A2062-A2087 mehr…
2019
- Stochastic Physical Simulation Framework to Quantify the Effect of Rainfall on Automotive Lidar. SAE International Journal of Advances and Current Practices in Mobility 1 (2), 2019, 531-538 mehr…
- Reliability assessment of safety-critical sensor information: Does one need a reference truth. IEEE Transactions on Reliability 68 (4), 2019, 1227-1241 mehr…
- Predictive repair of wind turbine drive-train components based on machine learning. Wind Energy 22 (9), 2019, 1230-1242 mehr…
- Global reliability sensitivity estimation based on failure samples. Structural Safety 81, 2019, 101871 mehr…
- Assessment and design of an engineering structure with polymorphic uncertainty quantification. Surveys for Applied Mathematics and Mechanics - GAMM Mitteilungen, 42(2), e201900009, 2019 mehr…
- PLS-based adaptation for efficient PCE representation in high dimensions. Journal of Computational Physics 387, 2019, 186-204 mehr…
- Improved cross entropy-based importance sampling with a flexible mixture model. Reliability Engineering & System Safety 191, 2019, 106564 mehr…
- Challenges of order reduction techniques for problems involving polymorphic uncertainty. Surveys for Applied Mathematics and Mechanics - GAMM Mitteilungen, 42(2), e201900011, 2019 mehr…
- Evaluating component importance and reliability of power transmission networks subject to windstorms: methodology and application to the Nordic grid. Reliability Engineering & System Safety 191, 2019, 106517 mehr…
2018
- A dynamic Bayesian network-based model for evaluating rainfall-induced landslides. Bulletin of Engineering Geology and the Environment 78, 2018, 2069–2080 mehr…
2015
- Framework for Post-Earthquake Risk Assessment and Decision Making for Infrastructure Systems. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 1 (1), 2015 mehr…
- Framework for Post-Earthquake Risk Assessment and Decision Making for Infrastructure Systems. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 1 (1), 2015 mehr…
- MCMC algorithms for Subset Simulation. Probabilistic Engineering Mechanics (41), 2015, 89-103 mehr…
- Bayesian Updating with Structural Reliability Methods. Journal of Engineering Mechanics 141 (3), 2015 mehr…
- Reliability and effectiveness of early warning systems for natural hazards: Concept and application to debris flow warning. Reliability Engineering & System Safety (142), 2015, 192-202 mehr…
- Forecasting rock slope failure: how reliable and effective are warning systems? Landslides (Vol. 13), 2015, 737-750 mehr…
- Cost-Benefit Analysis for Optimization of Risk Protection Under Budget Constraints. Risk Analysis 35 (5), 2015, 941–959 mehr…
2014
- Reliability assessment of high cycle fatigue under variable amplitude loading: Review and solutions. Engineering Fracture Mechanics (121), 2014, 40-66 mehr…
- Numerical methods for the discretization of random fields by means of the Karhunen–Loève expansion. Computer Methods in Applied Mechanics and Engineering (271), 2014, 109-129 mehr…
- Value of Information Analysis with Structural Reliability Methods. Journal of Structural Safety (49), 2014, 75-86 mehr…
2013
- Efficient Bayesian network modeling of systems. Reliability Engineering & System Safety (112), 2013, 200-2013 mehr…
- Stochastic hydroelastic analysis of pontoon-type very large floating structures considering directional wave spectrum. Probabilistic Engineering Mechanics (33), 2013, 26-37 mehr…
- Treatment of arbitrarily autocorrelated load functions in the scope of parameter identification. Journal of Computer and Structures (126), 2013, 29-40 mehr…
- Dynamic Bayesian network for probabilistic modeling of tunnel excavation processes. Journal of Computer Aided Civil and Infrastructure Engineering 28, 2013, 1-21 mehr…
- Probabilistic assessment of tunnel construction performance based on data. Journal of Tunnelling and Underground Space Technology 37 (1), 2013, 62-78 mehr…
2012
- Reliability assessment of hydraulic cylinders considering service loads and flaw distribution. International Journal of Pressure Vessels & Pinings 98, 2012, pp. 76-88 mehr…
- A modified ant colony damage identification algorithm for not well- spaced frequency systems. Meccanica dei materiali e delle strutture (3), 2012, 45-52 mehr…
- Risk Assessment for Design of FPSO Systems. Part I: Generic Models and Acceptance Criteria. Marine Structures 28 (1), 2012, 120-133 mehr…
- Probabilistic graphical models for flood state detection of roads combining imagery and DEM. IEEE Geoscience and Remote Sensing Letters 9 (6), 2012, 1051-1055 mehr…
- Risk assessment for structural design criteria of FPSO systems. Part II: Consequence models and applications to determination of target reliabilities. Marine Structures 28, 2012 mehr…
- Risk Assessment for Design Criteria of FPSO Systems. Part II: Consequence Models and Applications to Determination of Target Reliabilities. Marine Structures 28 (1), 2012, 50-55 mehr…
- Nested Reliability Analysis and Calibration of Safety Factors for Mooring Lines. Applied Ocean Research 34 ( 1), 2012, 107-115 mehr…
- Nested reliability analysis of mooring lines for floating systems. Applied Ocean Research 34 (34), 2012 mehr…
- Reliability updating in geotechnical engineering including spatial variability of soil. Computers & Geotechnics 42, 2012, 44–51 mehr…
- Toward a Probabilistic Acoustic Emission Source Location Algorithm: a Bayesian Approach. Journal of Sound and Vibration 331 (19), 2012, 4233–4245 mehr…
2011
- Bayesian network modeling of correlated random variables drawn from a Gaussian random field. Structural Safety 33 (6), 2011, 317-332 mehr…
- Statistics of Non-Linear Stochastic Dynamical Systems by under Lévy noises by a convolution quadrature approach. Journal of Physics A: Math. Theor. 44 (18), 2011 mehr…
- Fractional Spectral Moments for Digital Simulation of Multivariate Wind Velocity Fields. International Journal of Wind Engineering & Industrial Aerodynamics 99 (6-7), 2011, 741-747 mehr…
- Stochastic Dynamics of Nonlinear Systems with Fractional Power-Law Nonlinear Term. Fractional Calculus Approach. Probabilistic Engineering Mechanics 26 (1), 2011 mehr…
- Reliability Updating with Equality Information. Probabilistic Engineering Mechanics 26 (2), 2011, 254–258 mehr…
- Reliability Acceptance Criteria for Deteriorating Elements of Structural Systems. Journal of Structural Engineering, Trans. ASCE 137 (12), 2011, 1573–1582 mehr…
2010
- A new representation of power spectral density and correlation function by means of fractional spectral moments. Probabilistic Engineering Mechanics 25 (3), 2010, 348–353 mehr…
- Fractional calculus approach to the statistical characterization of random variables and vectors. Physica A: Statistical Mechanics and its Applications 389 (5), 2010, 909–920 mehr…
- A Novel Exact Representation of Stationary Coloured Gaussian Processes (Fractional Differential Approach). Journal of Physics A: Mathematical and General 43 (8 - 085002), 2010 mehr…
- Bayesian Network Enhanced with Structural Reliability Methods. Part B: Applications. Journal of Engineering Mechanics 36 (10), 2010, 1259-1270 mehr…
- Bayesian Network Enhanced with Structural Reliability Methods. Part A: Theory. Journal of Engineering Mechanics 136 (10), 2010, 1248-1258 mehr…
2009
- On the use of fractional calculus for the probabilistic characterization of random variables. Probabilistic Engineering Mechanics 24 (3), 2009, 321–330 mehr…
- Elastic waves propagation in 1D fractional non-local continuum. Physica E: Low-dimensional Systems and Nanostructures 42 (2), 2009, 95–103 mehr…
- Risk Based Structural Integrity Management Using Bayesian Probabilistic Nets. Journal of Offshore Mechanics and Arctic Engineering 131 (1), 2009 mehr…
- Stochastic modeling of deterioration processes through dynamic Bayesian networks. Journal of Engineering Mechanics 135 (10), 2009, 1089-1099 mehr…
- A framework for the asset integrity management of large deteriorating concrete structures. Structure and Infrastructure Engineering 5 (3), 2009, 199 - 213 mehr…
2008
- Modeling and managing uncertainties in rock-fall hazards. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 2 (1), 2008, 1-15 mehr…
2006
- A Computational Framework for Risk Assessment of RC Structures Using Indicators. Computer-Aided Civil and Infrastructure Engineering 21 (3), 2006, 216–230 mehr…
- A Bayesian probabilistic framework for avalanche modelling based on observations. Cold Regions Science and Technology 46 (3), 2006, 192–203 mehr…
2005
- Risk based inspection planning for structural systems. Structural Safety 27 (4), 2005, 335–355 mehr…