Iason Papaioannou

Available identifiers

zbMath Open papaioannou.iasonMaRDI QIDQ460803

List of research outcomes

Publication	Date of Publication	Type
Assessment and design of an engineering structure with polymorphic uncertainty quantification	2023-12-14	Paper
Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method	2023-06-30	Paper
Consensus-based rare event estimation	2023-04-18	Paper
Sequential Active Learning of Low-Dimensional Model Representations for Reliability Analysis	2022-06-03	Paper
The Ensemble Kalman Filter for Rare Event Estimation	2022-03-10	Paper
Conditional reliability analysis in high dimensions based on controlled mixture importance sampling and information reuse	2021-10-26	Paper
Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation	2021-08-24	Paper
Error Analysis for Probabilities of Rare Events with Approximate Models	2021-07-19	Paper
Efficient estimation of hydraulic conductivity heterogeneity with non-redundant measurement information	2021-04-19	Paper
PLS-based adaptation for efficient PCE representation in high dimensions	2021-01-25	Paper
Multilevel Sequential Importance Sampling for Rare Event Estimation	2020-08-05	Paper
Sparse polynomial chaos expansions using variational relevance vector machines	2020-07-21	Paper
Bayesian identification and model comparison for random property fields derived from material microstructure	2020-05-28	Paper
Bayesian inference of random fields represented with the Karhunen-Loève expansion	2020-04-24	Paper
Bayesian updating with subset simulation using artificial neural networks	2020-04-06	Paper
Bayesian inference with subset simulation: strategies and improvements	2020-04-06	Paper
Multilevel sequential Monte Carlo for Bayesian inverse problems	2018-08-01	Paper
Bayesian analysis of rare events	2016-12-05	Paper
Multilevel Estimation of Rare Events	2015-11-12	Paper
Numerical methods for the discretization of random fields by means of the Karhunen-Loève expansion	2014-10-09	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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