Iason Papaioannou

32 papers Journal 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FORM-based global reliability sensitivity analysis of systems with multiple failure modes. Reliab. Eng. Syst. Saf. Iason Papaioannou, Daniel Straub
2025	J	`jnl`	Likelihood-informed Model Reduction for Bayesian Inference of Static Structural Loads. CoRR Jakob Scheffels, Elizabeth Qian, Iason Papaioannou, Elisabeth Ullmann
2024	J	`jnl`	Bayesian improved cross entropy method with categorical mixture models for network reliability assessment. Reliab. Eng. Syst. Saf. Jianpeng Chan, Iason Papaioannou, Daniel Straub
2024	J	`jnl`	Consensus-Based Rare Event Estimation. SIAM J. Sci. Comput. Konstantin Althaus, Iason Papaioannou, Elisabeth Ullmann
2024	J	`jnl`	Maximum a Posteriori Estimation for Linear Structural Dynamics Models Using Bayesian Optimization with Rational Polynomial Chaos Expansions. CoRR Felix Schneider, Iason Papaioannou, Bruno Sudret, Gerhard Müller
2023	J	`jnl`	Bayesian updating and marginal likelihood estimation by cross entropy based importance sampling. J. Comput. Phys. Michael Engel, Oindrila Kanjilal, Iason Papaioannou, Daniel Straub
2023	J	`jnl`	Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method. SIAM/ASA J. Uncertain. Quantification Max Ehre, Rafael Flock, Martin Fußeder, Iason Papaioannou, Daniel Straub
2023	J	`jnl`	Consensus-based rare event estimation. CoRR Konstantin Althaus, Iason Papaioannou, Elisabeth Ullmann
2022	J	`jnl`	An adaptive subset simulation algorithm for system reliability analysis with discontinuous limit states. Reliab. Eng. Syst. Saf. Jianpeng Chan, Iason Papaioannou, Daniel Straub
2022	J	`jnl`	Bayesian post-processing of Monte Carlo simulation in reliability analysis. Reliab. Eng. Syst. Saf. Wolfgang Betz, Iason Papaioannou, Daniel Straub
2022	J	`jnl`	Decision-theoretic reliability sensitivity. Reliab. Eng. Syst. Saf. Daniel Straub, Max Ehre, Iason Papaioannou
2022	J	`jnl`	Sequential Active Learning of Low-Dimensional Model Representations for Reliability Analysis. SIAM J. Sci. Comput. Max Ehre, Iason Papaioannou, Bruno Sudret, Daniel Straub
2022	J	`jnl`	Sparse Bayesian Learning for Complex-Valued Rational Approximations. CoRR Felix Schneider, Iason Papaioannou, Gerhard Müller
2022	J	`jnl`	The Ensemble Kalman Filter for Rare Event Estimation. SIAM/ASA J. Uncertain. Quantification Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann
2021	J	`jnl`	Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation. SIAM/ASA J. Uncertain. Quantification Felipe Uribe, Iason Papaioannou, Youssef M. Marzouk, Daniel Straub
2021	J	`jnl`	Error Analysis for Probabilities of Rare Events with Approximate Models. SIAM J. Numer. Anal. Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
2021	J	`jnl`	Rare event estimation using stochastic spectral embedding. CoRR P.-R. Wagner, Stefano Marelli, Iason Papaioannou, Daniel Straub, Bruno Sudret
2021	J	`jnl`	The ensemble Kalman filter for rare event estimation. CoRR Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann
2021	J	`jnl`	Uncertainty quantification of microstructure variability and mechanical behaviour of additively manufactured lattice structures. CoRR Nina Korshunova, Iason Papaioannou, Stefan Kollmannsberger, Daniel Straub, Ernst Rank
2021	J	`jnl`	Variance-based reliability sensitivity analysis and the FORM α-factors. Reliab. Eng. Syst. Saf. Iason Papaioannou, Daniel Straub
2020	J	`jnl`	A framework for global reliability sensitivity analysis in the presence of multi-uncertainty. Reliab. Eng. Syst. Saf. Max Ehre, Iason Papaioannou, Daniel Straub
2020	J	`jnl`	Error analysis for probabilities of rare events with approximate models. CoRR Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
2020	J	`jnl`	Global sensitivity analysis in high dimensions with PLS-PCE. Reliab. Eng. Syst. Saf. Max Ehre, Iason Papaioannou, Daniel Straub
2020	J	`jnl`	Multilevel Sequential Importance Sampling for Rare Event Estimation. SIAM J. Sci. Comput. Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
2020	J	`jnl`	Sparse Polynomial Chaos expansions using variational relevance vector machines. J. Comput. Phys. Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub, Fabio Nobile
2019	J	`jnl`	Improved cross entropy-based importance sampling with a flexible mixture model. Reliab. Eng. Syst. Saf. Iason Papaioannou, Sebastian Geyer, Daniel Straub
2019	J	`jnl`	Multilevel Sequential Importance Sampling for Rare Event Estimation. CoRR Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
2019	J	`jnl`	PLS-based adaptation for efficient PCE representation in high dimensions. J. Comput. Phys. Iason Papaioannou, Max Ehre, Daniel Straub
2019	J	`jnl`	Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines. CoRR Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub, Fabio Nobile
2018	J	`jnl`	Multilevel Sequential J. Comput. Phys. Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
2016	J	`jnl`	Bayesian analysis of rare events. J. Comput. Phys. Daniel Straub, Iason Papaioannou, Wolfgang Betz
2015	J	`jnl`	Multilevel Estimation of Rare Events. SIAM/ASA J. Uncertain. Quantification Elisabeth Ullmann, Iason Papaioannou