2024
Towards robust prediction of material properties for nuclear reactor design under scarce data - a study in creep rupture property.
CoRR, 2024
2023
The Information Propagation Method for Efficient Network Reliability Analysis.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023
2022
Robust data-driven human reliability analysis using credal networks.
Reliab. Eng. Syst. Saf., 2022
Distribution-free risk analysis.
Int. J. Approx. Reason., 2022
Correlated Boolean Operators for Uncertainty Logic.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022
Generative Optimisation of Resilient Drone Logistic Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2020
A post-contingency power flow emulator for generalized probabilistic risks assessment of power grids.
Reliab. Eng. Syst. Saf., 2020
2019
Robust on-line diagnosis tool for the early accident detection in nuclear power plants.
Reliab. Eng. Syst. Saf., 2019
Efficient training of interval Neural Networks for imprecise training data.
Neural Networks, 2019
Dynamic safety assessment of a nonlinear pumped-storage generating system in a transient process.
Commun. Nonlinear Sci. Numer. Simul., 2019
Approach to Wide-Frequency Battery Impedance Measurements in Commercial Applications.
Proceedings of the 10th IEEE International Workshop on Applied Measurements for Power Systems, 2019
2018
Probabilistic Risk Assessment of Station Blackouts in Nuclear Power Plants.
IEEE Trans. Reliab., 2018
An open toolbox for the reduction, inference computation and sensitivity analysis of Credal Networks.
Adv. Eng. Softw., 2018
2017
Maintenance Strategy Optimization for Complex Power Systems Susceptible to Maintenance Delays and Operational Dynamics.
IEEE Trans. Reliab., 2017
Simulation methods for system reliability using the survival signature.
Reliab. Eng. Syst. Saf., 2017
Efficient availability assessment of reconfigurable multi-state systems with interdependencies.
Reliab. Eng. Syst. Saf., 2017
Robust artificial neural network for reliability and sensitivity analyses of complex non-linear systems.
Neural Networks, 2017
Uncertainty quantification methods for neural networks pattern recognition.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Comparison of Bayesian and interval uncertainty quantification: Application to the AIRMOD test structure.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Stochastic analysis and reliability-cost optimization of distributed generators and air source heat pumps.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Low-Cost Battery Monitoring by Converter-Based Electrochemical Impedance Spectroscopy.
Proceedings of the IEEE International Workshop on Applied Measurements for Power Systems, 2017
2016
A hybrid load flow and event driven simulation approach to multi-state system reliability evaluation.
Reliab. Eng. Syst. Saf., 2016
Imprecise system reliability and component importance based on survival signature.
Reliab. Eng. Syst. Saf., 2016
Rare event simulation in finite-infinite dimensional space.
Reliab. Eng. Syst. Saf., 2016
Efficient Simulation Approaches for Reliability Analysis of Large Systems.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
2015
Uncertainty Management in Multidisciplinary Design of Critical Safety Systems.
J. Aerosp. Inf. Syst., 2015
2012
Computational optimization strategies for the simulation of random media and components.
Comput. Optim. Appl., 2012
An Upscaling Approach for Uncertainty Quantification of Stochastic Contaminant Transport through Fractured Media.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012
2010
Global sensitivity of structural variability by random sampling.
Comput. Phys. Commun., 2010
2004
A Nuclear Measurement Technique of Water Penetration in Concrete Barriers.
Monte Carlo Methods Appl., 2004
2003
Monte Carlo simulation of contaminant release from a radioactive waste deposit.
Math. Comput. Simul., 2003