Search Results - "PAPAIOANNOU, IASON"

Efficient global sensitivity analysis method for dynamic models in high dimensions.

Authors: Li, Luyi Papaioannou, Iason Straub, Daniel

Source: International Journal for Numerical Methods in Engineering; Aug2024, Vol. 125 Issue 15, p1-26, 26p

Sparse Bayesian learning for complex‐valued rational approximations.

Authors: Schneider, Felix Papaioannou, Iason Müller, Gerhard

Source: International Journal for Numerical Methods in Engineering; 4/30/2023, Vol. 124 Issue 8, p1721-1747, 27p

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

Authors: Uribe, Felipe Papaioannou, Iason Latz, Jonas et al.

Source: International Journal for Numerical Methods in Engineering; 9/30/2021, Vol. 122 Issue 18, p5100-5127, 28p

Ermittlung der Betondruckfestigkeit in Bestandsbauten. (English)

Authors: Betz, Wolfgang Papaioannou, Iason Straub, Daniel

Source: Beton- Und Stahlbetonbau; Aug2025, Vol. 120 Issue 8, p623-627, 5p

Series System Reliability of Uncertain Linear Structures under Gaussian Excitation by Cross Entropy–Based Importance Sampling.

Authors: Kanjilal, Oindrila Papaioannou, Iason Straub, Daniel

Source: Journal of Engineering Mechanics; Jan2022, Vol. 148 Issue 1, p1-13, 13p

State Space Kriging model for emulating complex nonlinear dynamical systems under stochastic excitation.

Authors: Cheng, Kai Papaioannou, Iason Lyu, MengZe et al.

Source: Computer Methods in Applied Mechanics & Engineering; Jul2025, Vol. 442, pN.PAG-N.PAG, 1p

Risk twin: real-time risk visualization and control for structural systems.

Authors: Wang, Zeyu Wang, Ziqi

Source: Structural & Multidisciplinary Optimization. Apr2025, Vol. 68 Issue 4, p1-22. 22p.

Efficient Bayesian inversion for simultaneous estimation of geometry and spatial field using the Karhunen-Loève expansion.

Authors: Shibata, Tatsuya Koch, Michael C. Papaioannou, Iason et al.

Source: Computer Methods in Applied Mechanics & Engineering; Jun2025, Vol. 441, pN.PAG-N.PAG, 1p

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

Authors: Depina, Ivan Papaioannou, Iason Straub, Daniel et al.

Source: Structural & Multidisciplinary Optimization. May2017, Vol. 55 Issue 5, p1589-1612. 24p.

Reliability sensitivity estimation with sequential importance sampling.

Authors: Papaioannou, Iason Breitung, Karl Straub, Daniel

Source: Structural Safety. Nov2018, Vol. 75, p24-34. 11p.

Subjects: Reliability in engineering, Probability theory, Monte Carlo method, Approximation theory, Integrals

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

Authors: Graham-Brady, Lori Hogarth, Jamey Papaioannou, Iason

Source: Computer Methods in Applied Mechanics & Engineering; Dec2024:Part B, Vol. 432, pN.PAG-N.PAG, 1p

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

Authors: Schneider, Felix Papaioannou, Iason Sudret, Bruno et al.

Source: Computer Methods in Applied Mechanics & Engineering; Dec2024:Part B, Vol. 432, pN.PAG-N.PAG, 1p

Efficient Conditional Reliability Updating with Sequential Importance Sampling.

Authors: Ehre, Max Papaioannou, Iason Straub, Daniel

Source: PAMM: Proceedings in Applied Mathematics & Mechanics. Dec2018, Vol. 18 Issue 1, p1-2. 2p.

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

Authors: Ehre, Max Papaioannou, Iason Willcox, Karen E. et al.

Source: Computer Methods in Applied Mechanics & Engineering; Aug2021, Vol. 381, pN.PAG-N.PAG, 1p

Assessment and design of an engineering structure with polymorphic uncertainty quantification.

Authors: Papaioannou, Iason Daub, Marco Drieschner, Martin et al.

Source: GAMM Mitteilungen. May2019, Vol. 42 Issue 2, pN.PAG-N.PAG. 1p.

Closure to "Transitional Markov Chain Monte Carlo: Observations and Improvements" by Wolfgang Betz, Iason Papaioannou, and Daniel Straub.

Authors: Betz, Wolfgang Papaioannou, Iason Straub, Daniel

Source: Journal of Engineering Mechanics; Sep2017, Vol. 143 Issue 9, p1-2, 2p

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

Authors: Savvas, Dimitrios Papaioannou, Iason Stefanou, George

Source: Computer Methods in Applied Mechanics & Engineering; Jun2020, Vol. 365, pN.PAG-N.PAG, 1p

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

Authors: Schneider, Felix Papaioannou, Iason Ehre, Max et al.

Source: Computers & Structures; Jun2020, Vol. 233, pN.PAG-N.PAG, 1p

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

Authors: Uribe, Felipe Papaioannou, Iason Betz, Wolfgang et al.

Source: Computer Methods in Applied Mechanics & Engineering; Jan2020, Vol. 358, pN.PAG-N.PAG, 1p

Erratum for "Transitional Markov Chain Monte Carlo: Observations and Improvements" by Wolfgang Betz, Iason Papaioannou, and Daniel Straub.

Authors: Betz, Wolfgang Papaioannou, Iason Straub, Daniel

Source: Journal of Engineering Mechanics; Sep2017, Vol. 143 Issue 9, p1-1, 1p