Iason Papaioannou

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

High Dimensions

Reliability Analysis

Top Venues

Reliab. Eng. Syst. Saf.

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

Publications

Konstantin Althaus, Iason Papaioannou, Elisabeth Ullmann
Consensus-Based Rare Event Estimation. SIAM J. Sci. Comput. 46 (3) (2024)
Michael Engel, Oindrila Kanjilal, Iason Papaioannou, Daniel Straub
Bayesian updating and marginal likelihood estimation by cross entropy based importance sampling. J. Comput. Phys. 473 (2023)
Max Ehre, Rafael Flock, Martin Fußeder, Iason Papaioannou, Daniel Straub
Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method. SIAM/ASA J. Uncertain. Quantification 11 (1) (2023)
Konstantin Althaus, Iason Papaioannou, Elisabeth Ullmann
Consensus-based rare event estimation. CoRR (2023)
Felix Schneider, Iason Papaioannou, Gerhard Müller
Sparse Bayesian Learning for Complex-Valued Rational Approximations. CoRR (2022)
Wolfgang Betz, Iason Papaioannou, Daniel Straub
Bayesian post-processing of Monte Carlo simulation in reliability analysis. Reliab. Eng. Syst. Saf. 227 (2022)
Jianpeng Chan, Iason Papaioannou, Daniel Straub
An adaptive subset simulation algorithm for system reliability analysis with discontinuous limit states. Reliab. Eng. Syst. Saf. 225 (2022)
Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann
The Ensemble Kalman Filter for Rare Event Estimation. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Max Ehre, Iason Papaioannou, Bruno Sudret, Daniel Straub
Sequential Active Learning of Low-Dimensional Model Representations for Reliability Analysis. SIAM J. Sci. Comput. 44 (3) (2022)
Daniel Straub, Max Ehre, Iason Papaioannou
Decision-theoretic reliability sensitivity. Reliab. Eng. Syst. Saf. 221 (2022)
Nina Korshunova, Iason Papaioannou, Stefan Kollmannsberger, Daniel Straub, Ernst Rank
Uncertainty quantification of microstructure variability and mechanical behaviour of additively manufactured lattice structures. CoRR (2021)
Iason Papaioannou, Daniel Straub
Variance-based reliability sensitivity analysis and the FORM α-factors. Reliab. Eng. Syst. Saf. 210 (2021)
Felipe Uribe, Iason Papaioannou, Youssef M. Marzouk, Daniel Straub
Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation. SIAM/ASA J. Uncertain. Quantification 9 (2) (2021)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Error Analysis for Probabilities of Rare Events with Approximate Models. SIAM J. Numer. Anal. 59 (4) (2021)
Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann
The ensemble Kalman filter for rare event estimation. CoRR (2021)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Multilevel Sequential Importance Sampling for Rare Event Estimation. SIAM J. Sci. Comput. 42 (4) (2020)
Max Ehre, Iason Papaioannou, Daniel Straub
Global sensitivity analysis in high dimensions with PLS-PCE. Reliab. Eng. Syst. Saf. 198 (2020)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Error analysis for probabilities of rare events with approximate models. CoRR (2020)
Max Ehre, Iason Papaioannou, Daniel Straub
A framework for global reliability sensitivity analysis in the presence of multi-uncertainty. Reliab. Eng. Syst. Saf. 195 (2020)
Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub, Fabio Nobile
Sparse Polynomial Chaos expansions using variational relevance vector machines. J. Comput. Phys. 416 (2020)
Iason Papaioannou, Sebastian Geyer, Daniel Straub
Improved cross entropy-based importance sampling with a flexible mixture model. Reliab. Eng. Syst. Saf. 191 (2019)
Iason Papaioannou, Max Ehre, Daniel Straub
PLS-based adaptation for efficient PCE representation in high dimensions. J. Comput. Phys. 387 (2019)
Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Multilevel Sequential Importance Sampling for Rare Event Estimation. CoRR (2019)
Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub, Fabio Nobile
Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines. CoRR (2019)
Jonas Latz, Iason Papaioannou, Elisabeth Ullmann
Monte Carlo for Bayesian inverse problems. J. Comput. Phys. 368 (2018)
Daniel Straub, Iason Papaioannou, Wolfgang Betz
Bayesian analysis of rare events. J. Comput. Phys. 314 (2016)
Elisabeth Ullmann, Iason Papaioannou
Multilevel Estimation of Rare Events. SIAM/ASA J. Uncertain. Quantification 3 (1) (2015)