I. Papaioannou

发表

Cross entropy-based importance sampling using Gaussian densities revisited

S. Geyer, I. Papaioannou, D. Štraub, 2019, Structural Safety.

Bayesian Updating of Slope Reliability in Undrained Clay with Vane Shear Test Data

Shui-Hua Jiang, I. Papaioannou, D. Štraub, 2017 .

Optimizing Borehole Locations for Slope Reliability Assessment

Shui-Hua Jiang, I. Papaioannou, D. Štraub, 2017 .

Learning soil parameters and updating geotechnical reliability estimates under spatial variability – theory and application to shallow foundations

Iason Papaioannou, Daniel Straub, I. Papaioannou, 2017 .

Numerical methods for the discretization of random fields by means of the Karhunen–Loève expansion

I. Papaioannou, D. Štraub, W. Betz, 2014 .

Challenges of order reduction techniques for problems involving polymorphic uncertainty

S. Reese, S. Leyendecker, L. Grasedyck, 2019, GAMM-Mitteilungen.

Reliability sensitivity estimation with sequential importance sampling

K. Breitung, I. Papaioannou, D. Štraub, 2018, Structural Safety.

Bayesian system identification in linear structural dynamics with frequency transformed data using rational surrogate models

I. Papaioannou, D. Štraub, G. Müller, 2020 .

Transitional Markov Chain Monte Carlo: Observations and Improvements

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2016 .

Adaptive Variant of the BUS approach to Bayesian Updating

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2014 .

Bayesian inference with subset simulation in spaces of varying dimension

I. Papaioannou, D. Štraub, W. Betz, 2019 .

Polynomial chaos based rational approximation in linear structural dynamics with parameter uncertainties

Iason Papaioannou, Daniel Straub, Max Ehre, 2020 .

Efficient estimation of hydraulic conductivity heterogeneity with non-redundant measurement information

I. Papaioannou, C. Mok, Barbara A. Carrera, 2020, GEM - International Journal on Geomathematics.

Global sensitivity analysis in high dimensions with partial least squares-driven PCEs

I. Papaioannou, D. Štraub, Max Ehre, 2019 .

Random Fields in Bayesian Inference: Effects of the Random Field Discretization

I. Papaioannou, D. Štraub, W. Betz, 2017 .

Assessment of methods for the numerical solution of the Fredholm integral eigenvalue problem

I. Papaioannou, D. Štraub, W. Betz, 2013 .

On off-line and on-line Bayesian filtering for uncertainty quantification of structural deterioration

E. Chatzi, I. Papaioannou, D. Štraub, 2022, 2205.03478.

Bayesian identification and model comparison for random property fields derived from material microstructure

I. Papaioannou, D. Savvas, G. Stefanou, 2020, Computer Methods in Applied Mechanics and Engineering.

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

I. Papaioannou, D. Štraub, Max Ehre, 2022, SIAM/ASA J. Uncertain. Quantification.

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

I. Papaioannou, D. Štraub, B. Sudret, 2021, SIAM J. Sci. Comput..

A finite cell approach for discretization of random fields

I. Papaioannou, D. Štraub, W. Betz, 2012 .

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

Iason Papaioannou, Daniel Straub, Jianpeng Chan, 2021, Reliab. Eng. Syst. Saf..

Assessment of MCMC algorithms for subset simulation

Iason Papaioannou, Daniel Straub, K. Zwirgelmaier, 2012 .

On off-line and on-line Bayesian filtering for uncertainty quantification of structural deterioration

E. Chatzi, I. Papaioannou, D. Štraub, 2022, Data-Centric Engineering.

Bayesian post-processing of Monte Carlo simulation in reliability analysis

I. Papaioannou, D. Štraub, W. Betz, 2022, Reliab. Eng. Syst. Saf..

Bayesian analysis for learning and updating geotechnical parameters and models with measurements

Iason Papaioannou, Daniel Straub, I. Papaioannou, 2014, Risk and Reliability in Geotechnical Engineering.

Sparse Bayesian Learning for Complex-Valued Rational Approximations

I. Papaioannou, Felix Schneider, Gerhard Muller, 2022, ArXiv.

Towards efficient reliability methods with applications to industrial problems

Iason Papaioannou, A. Duester, H. Heidkamp, 2008 .

Inelastic analysis of framed structures using the fiber approach

Iason Papaioannou, Manolis Papadrakakis, Michalis Fragiadakis, 2005 .

Coupling the cross-entropy with the line sampling method for risk-based design optimization

I. Papaioannou, D. Štraub, G. Eiksund, 2016, Structural and Multidisciplinary Optimization.

Bayesian improved cross entropy method for network reliability assessment

I. Papaioannou, D. Štraub, Jianpeng Chan, 2022, Structural Safety.

Estimating failure probabilities using an adaptive variant of stochastic spectral embedding

Paul Wagner, S. Marelli, I. Papaioannou, 2022 .

Reliability Analysis of Infinite Slopes under Random Rainfall Events

I. Papaioannou, D. Štraub, J. Yuan, 2015 .

Assessment and design of an engineering structure with polymorphic uncertainty quantification

Iason Papaioannou, Daniel Straub, Wolfgang Graf, 2019, GAMM-Mitteilungen.

Reliability assessment of large hydraulic structures with spatially distributed measurements

Iason Papaioannou, Daniel Straub, Claus Kunz, 2020, Structure and Infrastructure Engineering.

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

Iason Papaioannou, Ernst Rank, Stefan Kollmannsberger, 2021, ArXiv.

Bayesian analysis of rare events

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2016, J. Comput. Phys..

Coupling the cross-entropy with the line sampling method for risk-based design optimization

Iason Papaioannou, Daniel Straub, Ivan Depina, 2017 .

Bayesian updating of reliability by cross entropy-based importance sampling

I. Papaioannou, D. Štraub, Oindrila Kanjilal, 2023, Structural Safety.

Rare event estimation with sequential directional importance sampling

Zhenzhou Lu, I. Papaioannou, Kai Cheng, 2022, Structural Safety.

The ensemble Kalman filter for rare event estimation pdf

Iason Papaioannou, Elisabeth Ullmann, Fabian Wagner, 2021, SIAM/ASA J. Uncertain. Quantification.

Rare event estimation using stochastic spectral embedding

Paul Wagner, S. Marelli, I. Papaioannou, 2021, Structural Safety.

Decision-theoretic reliability sensitivity

Iason Papaioannou, Daniel Straub, Max Ehre, 2021, Reliab. Eng. Syst. Saf..

Bayesian parameter updating in linear structural dynamics with frequency transformed data using rational surrogate models

I. Papaioannou, D. Štraub, Christoph Winter, 2022, Mechanical Systems and Signal Processing.

Conditional reliability analysis in high dimensions based on controlled mixture importance sampling and information reuse

Iason Papaioannou, Daniel Straub, Max Ehre, 2021 .

Cross entropy-based importance sampling for first-passage probability estimation of randomly excited linear structures with parameter uncertainty

Iason Papaioannou, Daniel Straub, Oindrila Kanjilal, 2021, Structural Safety.

Bayesian inference with subset simulation in varying dimensions applied to the Karhunen–Loève expansion

I. Papaioannou, D. Štraub, W. Betz, 2021, International Journal for Numerical Methods in Engineering.

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

Iason Papaioannou, Daniel Straub, Youssef M. Marzouk, 2020, SIAM/ASA J. Uncertain. Quantification.

SEQUENTIAL ACTIVE LEARNING OF LOW-DIMENSIONAL MODEL

I. Papaioannou, D. Štraub, B. Sudret, 2021 .

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

I. Papaioannou, D. Štraub, 2021, Reliab. Eng. Syst. Saf..

Combination line sampling for structural reliability analysis

Iason Papaioannou, Daniel Straub, I. Papaioannou, 2021 .

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

Iason Papaioannou, Max Ehre, Daniel Straub, 2020, Reliab. Eng. Syst. Saf..

Multilevel Sequential Importance Sampling for Rare Event Estimation

I. Papaioannou, Fabian Wagner, E. Ullmann, 2019, SIAM J. Sci. Comput..

Bayesian inference of random fields represented with the Karhunen–Loève expansion

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2020 .

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

Iason Papaioannou, Daniel Straub, S Geyer, 2019, Reliab. Eng. Syst. Saf..

Global reliability sensitivity estimation based on failure samples

Iason Papaioannou, Daniel Straub, Luyi Li, 2019, Structural Safety.

Probabilistic failure analysis of infinite slopes under random rainfall processes and spatially variable soil

I. Papaioannou, D. Štraub, Ji Yuan, 2018, Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards.

Bayesian inference with reliability methods without knowing the maximum of the likelihood function

Iason Papaioannou, Daniel Straub, James L. Beck, 2018, Probabilistic Engineering Mechanics.

Bayesian updating of slope reliability in spatially variable soils with in-situ measurements

Iason Papaioannou, Daniel Straub, Shui-Hua Jiang, 2018 .

Bayesian inference with Subset Simulation: Strategies and improvements

Iason Papaioannou, Daniel Straub, James L. Beck, 2018 .

Bayesian updating with subset simulation using artificial neural networks

Iason Papaioannou, Daniel Straub, Dimitris G. Giovanis, 2017 .

Reliability Updating in the Presence of Spatial Variability

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2017 .

Sequential importance sampling for structural reliability analysis

Costas Papadimitriou, Iason Papaioannou, Daniel Straub, 2016 .

Reliability Analysis of a Tunnel Design with RELY

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2016 .

Multilevel Estimation of Rare Events

Iason Papaioannou, Elisabeth Ullmann, I. Papaioannou, 2015, SIAM/ASA J. Uncertain. Quantification.

MCMC algorithms for Subset Simulation

Iason Papaioannou, Daniel Straub, Kilian Zwirglmaier, 2015 .

Bayesian Updating with Structural Reliability Methods

Iason Papaioannou, Daniel Straub, I. Papaioannou, 2015 .

Bayesian model calibration using structural reliability methods: application to the hydrological abc model

Iason Papaioannou, Daniel Straub, Chin Man Mok, 2014 .

Bayesian updating of numerical models with subset simulation

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2014 .

Sequential importance sampling for structural reliability

Costas Papadimitriou, Iason Papaioannou, Daniel Straub, 2014 .

Bayesian model updating of a tunnel in soft soil with settlement measurements

Iason Papaioannou, Daniel Straub, Wolfgang Betz, 2013 .

Reliability updating in geotechnical engineering including spatial variability of soil

I. Papaioannou, D. Štraub, 2012 .

Geotechnical reliability updating using stochastic FEM

Iason Papaioannou, Daniel Straub, I. Papaioannou, 2010 .

Integration of reliability methods into a commercial finite element software package

Iason Papaioannou, A. Duester, Ernst Rank, 2009 .

Consensus-based rare event estimation

I. Papaioannou, E. Ullmann, Konstantin Althaus, 2023, ArXiv.

Efficient Conditional Reliability Updating with Sequential Importance Sampling

Iason Papaioannou, Daniel Straub, Max Ehre, 2018, PAMM.

Designing for wind actions based on time-domain analysis: Accounting for statistical uncertainty

Iason Papaioannou, Daniel Straub, A Michalski, 2012 .

PLS-based adaptation for efficient PCE representation in high dimensions

Iason Papaioannou, Daniel Straub, Max Ehre, 2019, J. Comput. Phys..

Optimization of Site-Exploration Programs for Slope-Reliability Assessment

Shui-Hua Jiang, I. Papaioannou, D. Štraub, 2020 .

The spatial averaging method for non-homogeneous random fields with application to reliability analysis

S. Geyer, I. Papaioannou, D. Štraub, 2022, Engineering Structures.

Bayesian analysis of hierarchical random fields for material modeling

Iason Papaioannou, Daniel Straub, Sebastian Geyer, 2021, Probabilistic Engineering Mechanics.

How Subjective Are Geotechnical Reliability Estimates

Iason Papaioannou, Daniel Straub, I. Papaioannou, 2017 .

Global sensitivity analysis in high dimensions with PLS-PCE

Iason Papaioannou, Max Ehre, Daniel Straub, 2020, Reliab. Eng. Syst. Saf..

The effect of random field parameter uncertainty on the response variability of composite structures

I. Papaioannou, G. Stefanou, D. Savvas, 2022, Composites Part C: Open Access.

Multilevel Sequential2 Monte Carlo for Bayesian inverse problems

Iason Papaioannou, Elisabeth Ullmann, Jonas Latz, 2017, J. Comput. Phys..

Bayesian learning of Gaussian mixture model for calculating debris flow exceedance probability

K. Phoon, Z. Cao, I. Papaioannou, 2022, Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards.

Probabilistic model of bone structure based on CT scan data and validation of simulation results using the finite cell method

M. Ruess, D. Schillinger, I. Papaioannou, 2013 .

Stein Variational Rare Event Simulation

I. Papaioannou, D. Štraub, Max Ehre, 2023, 2308.04971.

Spatial modeling of concrete strength based on data

S. Geyer, I. Papaioannou, D. Štraub, 2023, Structural Safety.

Error analysis for probabilities of rare events with approximate models

I. Papaioannou, Fabian Wagner, E. Ullmann, 2020, SIAM J. Numer. Anal..

Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines pdf

Iason Papaioannou, Fabio Nobile, Daniel Straub, 2019, J. Comput. Phys..

Multilevel Estimation of Rare Events

I. Papaioannou, Elisabeth Ullmann, 2015, SIAM/ASA J. Uncertain. Quantification.

Efficient estimation of hydraulic conductivity heterogeneity with non-redundant measurement information

I. Papaioannou, C. Mok, B. Carrera, 2020, GEM - International Journal on Geomathematics.

Computing the Reliability of Shallow Foundations with Spatially Distributed Measurements

Iason Papaioannou, Daniel Straub, I. Papaioannou, 2015 .