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Iason Papaioannou

Assistant Professor

National Technical University of Athens

Greece

Research Interests

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Professors in Biostatistics

Articles (20)

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2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2023

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2023

Collaborators (11)

Bruno Sudret

Full professor

ETH Zürich

SWITZERLAND

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Matthias Faes

Professor (full)

Technische Universität Dortmund

GERMANY

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Lori Graham-Brady

Johns Hopkins University

UNITED STATES

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Daniel Straub

Professor

Technische Universität München

GERMANY

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Johan Spross

Associate Professor

KTH Royal Institute of Technology

SWEDEN

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Marcos Valdebenito

Chief Engineer

Technische Universität Dortmund

GERMANY

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Stephen Wu

Project assistant professor

The Institute of Statistical Mathematics

JAPAN

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Simon Schmid

Technical University of Munich

GERMANY

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André Beck

Associate Professor

University of Sao Paulo

BRAZIL

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Elisabeth Ullmann

W3 Associate Professor

Ludwig-Maximilians-Universität München

GERMANY

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Leonardo Duenas-Osorio

Rice University

UNITED STATES

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Iason Papaioannou

Research Interests

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Articles (20)

The role of geotechnics researchers in the era of rapid AI advancement

Revisiting the cross entropy method for first-passage probability of Gaussian-process excited uncertain linear structural dynamic systems

Dirichlet-based Gaussian process modelling of spatial variability in construction classes for tunnel projects

Automated probabilistic interpretation of rotary soundings and Bayesian spatial prediction of quick clay presence

Adaptive Monte Carlo Methods for Estimating Rare Events in Power Grids

Development of methods of structural reliability

FORM-based global reliability sensitivity analysis of systems with multiple failure modes

Enhanced sequential directional importance sampling for structural reliability analysis

Consensus-Based Rare Event Estimation

Data-driven prediction of extreme value distributions of finite-length random processes with application to fiber strength statistics

Predicting the elastic properties of Norway spruce by its morphology

Bayesian improved cross entropy method with categorical mixture models for network reliability assessment

Hybrid Bayesian Networks for Reliability Assessment of Infrastructure Systems

Maximum a posteriori estimation for linear structural dynamics models using Bayesian optimization with rational polynomial chaos expansions

Covariance-based MCMC for high-dimensional Bayesian updating with Sequential Monte Carlo

Efficient global sensitivity analysis method for dynamic models in high dimensions

Use of Electrical Resistivity Tomography for Detecting Quick Clay in Norway

Variance-based reliability sensitivity with dependent inputs using failure samples

A Comparative Assessment of Online and Offline Bayesian Estimation of Deterioration Model Parameters

Bayesian improved cross entropy method for network reliability assessment

Collaborators (11)

Bruno Sudret

Matthias Faes

Lori Graham-Brady

Daniel Straub

Johan Spross

Marcos Valdebenito

Stephen Wu

Simon Schmid

André Beck

Elisabeth Ullmann

Leonardo Duenas-Osorio

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