Iason Papaioannou

According to our database, Iason Papaioannou authored at least 23 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method.

Max Ehre, Rafael Flock, Martin Fußeder, Iason Papaioannou, Daniel Straub

SIAM/ASA J. Uncertain. Quantification, March, 2023

Bayesian updating and marginal likelihood estimation by cross entropy based importance sampling.

Michael Engel, Oindrila Kanjilal, Iason Papaioannou, Daniel Straub

J. Comput. Phys., 2023

Consensus-based rare event estimation.

Konstantin Althaus, Iason Papaioannou, Elisabeth Ullmann

CoRR, 2023

2022

Sequential Active Learning of Low-Dimensional Model Representations for Reliability Analysis.

Max Ehre, Iason Papaioannou, Bruno Sudret, Daniel Straub

SIAM J. Sci. Comput., 2022

Decision-theoretic reliability sensitivity.

Daniel Straub, Max Ehre, Iason Papaioannou

Reliab. Eng. Syst. Saf., 2022

An adaptive subset simulation algorithm for system reliability analysis with discontinuous limit states.

Jianpeng Chan, Iason Papaioannou, Daniel Straub

Reliab. Eng. Syst. Saf., 2022

Bayesian post-processing of Monte Carlo simulation in reliability analysis.

Wolfgang Betz, Iason Papaioannou, Daniel Straub

Reliab. Eng. Syst. Saf., 2022

The Ensemble Kalman Filter for Rare Event Estimation.

Fabian Wagner, Iason Papaioannou, Elisabeth Ullmann

SIAM/ASA J. Uncertain. Quantification, 2022

Sparse Bayesian Learning for Complex-Valued Rational Approximations.

Felix Schneider, Iason Papaioannou, Gerhard Müller

CoRR, 2022

2021

Error Analysis for Probabilities of Rare Events with Approximate Models.

Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann

SIAM J. Numer. Anal., 2021

Variance-based reliability sensitivity analysis and the FORM α-factors.

Iason Papaioannou, Daniel Straub

Reliab. Eng. Syst. Saf., 2021

Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation.

Felipe Uribe, Iason Papaioannou, Youssef M. Marzouk, Daniel Straub

SIAM/ASA J. Uncertain. Quantification, 2021

Rare event estimation using stochastic spectral embedding.

P.-R. Wagner, Stefano Marelli, Iason Papaioannou, D. Straub, Bruno Sudret

CoRR, 2021

Uncertainty quantification of microstructure variability and mechanical behaviour of additively manufactured lattice structures.

Nina Korshunova, Iason Papaioannou, Stefan Kollmannsberger, Daniel Straub, Ernst Rank

CoRR, 2021

2020

Multilevel Sequential Importance Sampling for Rare Event Estimation.

Fabian Wagner, Jonas Latz, Iason Papaioannou, Elisabeth Ullmann

SIAM J. Sci. Comput., 2020

Global sensitivity analysis in high dimensions with PLS-PCE.

Max Ehre, Iason Papaioannou, Daniel Straub

Reliab. Eng. Syst. Saf., 2020

A framework for global reliability sensitivity analysis in the presence of multi-uncertainty.

Max Ehre, Iason Papaioannou, Daniel Straub

Reliab. Eng. Syst. Saf., 2020

Sparse Polynomial Chaos expansions using variational relevance vector machines.

Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub, Fabio Nobile

J. Comput. Phys., 2020

2019

Improved cross entropy-based importance sampling with a flexible mixture model.

Iason Papaioannou, Sebastian Geyer, Daniel Straub

Reliab. Eng. Syst. Saf., 2019

PLS-based adaptation for efficient PCE representation in high dimensions.

Iason Papaioannou, Max Ehre, Daniel Straub

J. Comput. Phys., 2019

2018

Multilevel Sequential² Monte Carlo for Bayesian inverse problems.

Jonas Latz, Iason Papaioannou, Elisabeth Ullmann

J. Comput. Phys., 2018

2016

Bayesian analysis of rare events.

Daniel Straub, Iason Papaioannou, Wolfgang Betz

J. Comput. Phys., 2016

2015

Multilevel Estimation of Rare Events.

Elisabeth Ullmann, Iason Papaioannou

SIAM/ASA J. Uncertain. Quantification, 2015