Bruno Sudret - researchr alias

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Viewing Publication 1 - 29 from 29

2022

Sequential Active Learning of Low-Dimensional Model Representations for Reliability AnalysisMax Ehre, Iason Papaioannou, Bruno Sudret, Daniel Straub. siamsc, 44(3):558, 2022. [doi]

Editorial for the special issue on "sensitivity analysis of model outputs" reliability engineering and system safetyBertrand Iooss, Bruno Sudret, Samuele Lo Piano, Clémentine Prieur. ress, 223:108477, 2022. [doi]

2021

2020

2019

Global sensitivity analysis in the context of imprecise probabilities (p-boxes) using sparse polynomial chaos expansionsRoland Schöbi, Bruno Sudret. ress, 187:129-141, 2019. [doi]

Data-driven polynomial chaos expansion for machine learning regressionEmiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret. jcphy, 388:601-623, 2019. [doi]

2018

Implementation of directional simulation to estimate outcrossing rates in time-variant reliability analysis of structuresMohammad Reza Moarefzadeh, Bruno Sudret. qre, 34(8):1818-1827, 2018. [doi]

2017

2016

2015

2011

Adaptive sparse polynomial chaos expansion based on least angle regressionGéraud Blatman, Bruno Sudret. jcphy, 230(6):2345-2367, 2011. [doi]

2010

Efficient computation of global sensitivity indices using sparse polynomial chaos expansionsGéraud Blatman, Bruno Sudret. ress, 95(11):1216-1229, 2010. [doi]

2008

Probabilistic models for the extent of damage in degrading reinforced concrete structuresBruno Sudret. ress, 93(3):410-422, 2008. [doi]

Global sensitivity analysis using polynomial chaos expansionsBruno Sudret. ress, 93(7):964-979, 2008. [doi]

2004

The PHI2 method: a way to compute time-variant reliabilityC. Andrieu-Renaud, Bruno Sudret, Maurice Lemaire. ress, 84(1):75-86, 2004. [doi]

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