Dániel Straub
- Cross-entropy-based importance sampling with failure-informed dimension\n reduction for rare event simulation
2020/06/09 by Felipe Uribe, Uribe, Felipe, Iason Papaioannou +5 · 6 citations
Decision Sciences · Engineering · #Computation (stat.CO) #FOS: Computer and information sciences #Nuclear reactor physics and engineering #Probabilistic and Robust Engineering Design #Probability and Risk Models
- Sequential active learning of low-dimensional model representations for reliability analysis
2021/06/08 by Max Ehre, Ehre, Max, Iason Papaioannou +5 · 2 citations
Chemistry · Decision Sciences · #Computation (stat.CO) #FOS: Computer and information sciences #Mass Spectrometry Techniques and Applications #Probabilistic and Robust Engineering Design
- Stein Variational Rare Event Simulation
2023/08/09 by Max Ehre, Iason Papaioannou, Ehre, Max +3 · 1 citation
Decision Sciences · Mathematics · Social Sciences · #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Probability and Risk Models
- Enhanced sequential directional importance sampling for structural reliability analysis
2024/10/28 by Kai Chenga, Iason Papaioannou, Chenga, Kai +3 · 1 citation
Decision Sciences · Engineering · #Probabilistic and Robust Engineering Design #Structural Health Monitoring Techniques #Fatigue and fracture mechanics