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1

A unified framework for multilevel uncertainty quantification in bayesian inverse problems

Nagel, Joseph B., Sudret, Bruno

Journal:

Probabilistic Engineering Mechanics

Année:

2015

Langue:

english

Fichier:

PDF, 961 KB

english, 2015

2

Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: Application to urban drainage simulation

Nagel, Joseph B., Rieckermann, Jörg, Sudret, Bruno

Journal:

Reliability Engineering & System Safety

Année:

2020

Langue:

english

Fichier:

PDF, 5.20 MB

english, 2020

3

Global sensitivity analysis using polynomial chaos expansions

Journal:

Reliability Engineering & System Safety

Année:

2008

Langue:

english

Fichier:

PDF, 549 KB

english, 2008

4

An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis

Géraud Blatman, Bruno Sudret

Journal:

Probabilistic Engineering Mechanics

Année:

2010

Langue:

english

Fichier:

PDF, 2.65 MB

english, 2010

5

Treatment of Uncertainty in Risk and Reliability Modeling and Decision-Making

Sudret, Bruno, Podofillini, Luca, Zio, Enrico

Journal:

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Année:

2019

Langue:

english

Fichier:

PDF, 20 KB

english, 2019

6

Surrogate Model Uncertainty in Wind Turbine Reliability Assessment

Slot, René M.M., Sørensen, John D., Sudret, Bruno, Svenningsen, Lasse, Thøgersen, Morten L.

Journal:

Renewable Energy

Année:

2019

Langue:

english

Fichier:

PDF, 2.83 MB

english, 2019

7

Multiphase model for inclusion-reinforced geostructures: Application to rock-bolted tunnels and piled raft foundations

Bruno Sudret, Patrick de Buhan

Journal:

International Journal for Numerical and Analytical Methods in Geomechanics

Année:

2001

Langue:

english

Fichier:

PDF, 791 KB

english, 2001

8

Stochastic finite element: a non intrusive approach by regression

Berveiller, Marc, Sudret, Bruno, Lemaire, Maurice

Journal:

Revue européenne de mécanique numérique

Année:

2006

Fichier:

PDF, 245 KB

2006

9

Safety and Reliability of Complex Engineered Systems (ESREL 2015) || Application of an agile development processes for EN50128/Railway conformant software

Podofillini, Luca, Sudret, Bruno, Stojadinovic, Bozidar, Zio, Enrico, Kröger, Wolfgang

Année:

2015

Langue:

english

Fichier:

PDF, 1.69 MB

english, 2015

10

Data-driven polynomial chaos expansion for machine learning regression

Torre, Emiliano, Marelli, Stefano, Embrechts, Paul, Sudret, Bruno

Journal:

Journal of Computational Physics

Année:

2019

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2019

11

Analyzing natural convection in porous enclosure with polynomial chaos expansions: Effect of thermal dispersion, anisotropic permeability and heterogeneity

Fajraoui, Noura, Fahs, Marwan, Younes, Anis, Sudret, Bruno

Journal:

International Journal of Heat and Mass Transfer

Année:

2017

Langue:

english

Fichier:

PDF, 3.60 MB

english, 2017

12

A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas

Torre, Emiliano, Marelli, Stefano, Embrechts, Paul, Sudret, Bruno

Journal:

Probabilistic Engineering Mechanics

Année:

2018

Langue:

english

Fichier:

PDF, 810 KB

english, 2018

13

Sparse polynomial chaos expansions and adaptive stochastic finite elements using a regression approach

Géraud Blatman, Bruno Sudret

Journal:

Comptes Rendus Mécanique

Année:

2008

Langue:

french

Fichier:

PDF, 287 KB

french, 2008

14

Un modèle de comportement macroscopique des matériaux renforcés par inclusions linéaires, avec prise en compte des effets de flexion

Patrick De Buhan, Bruno Sudret

Journal:

Comptes Rendus de l'Académie des Sciences - Series IIB - Mechanics

Année:

2000

Fichier:

PDF, 158 KB

2000

15

A stochastic finite element procedure for moment and reliability analysis

Sudret, Bruno, Berveiller, Marc, Lemaire, Maurice

Journal:

Revue européenne de mécanique numérique

Année:

2006

Fichier:

PDF, 3.21 MB

2006

16

Un modèle homogénéisé pour le boulonnage du front de taille des tunnels: simulation d'essais en centrifugeuse

Bourgeois, Emmanuel, Garnier, Denis, Semblat, Jean-François, Sudret, Bruno, Al Hallak, Rana

Journal:

Revue française de génie civil

Année:

2001

Fichier:

PDF, 578 KB

2001

17

A new surrogate modeling technique combining Kriging and polynomial chaos expansions – Application to uncertainty analysis in computational dosimetry

Kersaudy, Pierric, Sudret, Bruno, Varsier, Nadège, Picon, Odile, Wiart, Joe

Journal:

Journal of Computational Physics

Année:

2015

Langue:

english

Fichier:

PDF, 645 KB

english, 2015

18

[American Society of Civil Engineers Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty, Modeling, and Analysis (ISUMA) - Liverpool, UK (July 13-16, 2014)] Vulnerability, Uncertainty, and Risk - UQLab: A Framework for Uncertainty Quantification in Matlab

Marelli, Stefano, Sudret, Bruno

Année:

2014

Langue:

english

Fichier:

PDF, 416 KB

english, 2014

19

Safety and Reliability of Complex Engineered Systems (ESREL 2015) || Determination of Human Error Probabilities in Permit To Work procedure

Podofillini, Luca, Sudret, Bruno, Stojadinovic, Bozidar, Zio, Enrico, Kröger, Wolfgang

Année:

2015

Langue:

english

Fichier:

PDF, 493 KB

english, 2015

20

Safety and Reliability of Complex Engineered Systems (ESREL 2015) || Delayed maintenance modelling with speed restriction for railway section

Podofillini, Luca, Sudret, Bruno, Stojadinovic, Bozidar, Zio, Enrico, Kröger, Wolfgang

Année:

2015

Langue:

english

Fichier:

PDF, 6.89 MB

english, 2015

21

Safety and Reliability of Complex Engineered Systems (ESREL 2015) || Big Data Risk Analysis for rail safety?

Podofillini, Luca, Sudret, Bruno, Stojadinovic, Bozidar, Zio, Enrico, Kröger, Wolfgang

Année:

2015

Langue:

english

Fichier:

PDF, 3.12 MB

english, 2015

22

Polynomial meta-models with canonical low-rank approximations: Numerical insights and comparison to sparse polynomial chaos expansions

Konakli, Katerina, Sudret, Bruno

Journal:

Journal of Computational Physics

Année:

2016

Langue:

english

Fichier:

PDF, 2.03 MB

english, 2016

23

Safety and Reliability of Complex Engineered Systems (ESREL 2015) || Simulation based optimal design for accelerated degradation test plan with multiple stresses and multiple degradation measures

Podofillini, Luca, Sudret, Bruno, Stojadinovic, Bozidar, Zio, Enrico, Kröger, Wolfgang

Année:

2015

Langue:

english

Fichier:

PDF, 2.32 MB

english, 2015

24

Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions

Burnaev, Evgeny, Panin, Ivan, Sudret, Bruno

Journal:

Annals of Mathematics and Artificial Intelligence

Année:

2017

Langue:

english

Fichier:

PDF, 2.99 MB

english, 2017

25

Seismic fragility curves for structures using non-parametric representations

Mai, Chu, Konakli, Katerina, Sudret, Bruno

Journal:

Frontiers of Structural and Civil Engineering

Année:

2017

Langue:

english

Fichier:

PDF, 2.53 MB

english, 2017

26

Advances in Simulation-Based Uncertainty Quantification and Reliability Analysis

Shields, Michael D., Au, Siu-Kui, Sudret, Bruno

Journal:

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Année:

2019

Langue:

english

Fichier:

PDF, 36 KB

english, 2019

27

Polynomial chaos expansion for uncertainty quantification of dam engineering problems

Hariri-Ardebili, Mohammad Amin, Sudret, Bruno

Journal:

Engineering Structures

Année:

2019

Langue:

english

Fichier:

PDF, 5.86 MB

english, 2019

28

Mapping the drivers of uncertainty in atmospheric selenium deposition with global sensitivity analysis

Feinberg, Aryeh, Maliki, Moustapha, Stenke, Andrea, Sudret, Bruno, Peter, Thomas, Winkel, Lenny H. E.

Journal:

Atmospheric Chemistry and Physics

Année:

2020

Langue:

english

Fichier:

PDF, 7.06 MB

english, 2020

29

Surrogate modeling based on resampled polynomial chaos expansions

Liu, Zicheng, Lesselier, Dominique, Sudret, Bruno, Wiart, Joe

Journal:

Reliability Engineering & System Safety

Année:

2020

Fichier:

PDF, 3.57 MB

2020

30

Metamodeling for Uncertainty Quantification of a Flood Wave Model for Concrete Dam Breaks

Kalinina, Anna, Spada, Matteo, Vetsch, David F., Marelli, Stefano, Whealton, Calvin, Burgherr, Peter, Sudret, Bruno

Journal:

Année:

2020

Fichier:

PDF, 11.30 MB

2020

31

Eléments finis stochastiques en élasticité linéaire

Bruno Sudret, Marc Berveiller, Maurice Lemaire

Journal:

Comptes Rendus Mécanique

Année:

2004

Langue:

french

Fichier:

PDF, 125 KB

french, 2004

32

Adaptive sparse polynomial chaos expansion based on least angle regression

Géraud Blatman, Bruno Sudret

Journal:

Journal of Computational Physics

Année:

2011

Langue:

english

Fichier:

PDF, 1.35 MB

english, 2011

33

Efficient computation of global sensitivity indices using sparse polynomial chaos expansions

Géraud Blatman, Bruno Sudret

Journal:

Reliability Engineering & System Safety

Année:

2010

Langue:

english

Fichier:

PDF, 607 KB

english, 2010

34

Comparison of finite element reliability methods

Bruno Sudret, Armen Der Kiureghian

Journal:

Probabilistic Engineering Mechanics

Année:

2002

Langue:

english

Fichier:

PDF, 225 KB

english, 2002

35

Micropolar multiphase model for materials reinforced by linear inclusions

Patrick de Buhan, Bruno Sudret

Journal:

European Journal of Mechanics - A/Solids

Année:

2000

Langue:

english

Fichier:

PDF, 373 KB

english, 2000

36

A two-phase elastoplastic model for unidirectionally-reinforced materials

Patrick de Buhan, Bruno Sudret

Journal:

European Journal of Mechanics - A/Solids

Année:

1999

Langue:

english

Fichier:

PDF, 224 KB

english, 1999

37

Modélisation multiphasique de matériaux renforcés par inclusions linéaires

Bruno Sudret, Patrick de Buhan

Journal:

Comptes Rendus de l'Académie des Sciences - Series IIB - Mechanics-Physics-Astronomy

Année:

1999

Langue:

english

Fichier:

PDF, 388 KB

english, 1999

38

Elastoplastic analysis of inclusion reinforced structures

Bruno Sudret, Samir Maghous Patrick de Buhan, Denise Bernaud

Journal:

Metals and Materials International

Année:

1998

Langue:

english

Fichier:

PDF, 1.08 MB

english, 1998

39

Reliability-based design optimization using kriging surrogates and subset simulation

Vincent Dubourg, Bruno Sudret, Jean-Marc Bourinet

Journal:

Structural and Multidisciplinary Optimization

Année:

2011

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2011

40

A comparison of three metamodel-based methods for global sensitivity analysis: GP modelling, HDMR and LAR-gPC

Géraud Blatman, Bruno Sudret

Journal:

Procedia - Social and Behavioral Sciences

Année:

2010

Langue:

english

Fichier:

PDF, 230 KB

english, 2010

41

Analytical derivation of the outcrossing rate in time-variant reliability problems

Journal:

Structure & Infrastructure Engineering Maintenance Management Life-Cycle Design & Performance

Année:

2008

Langue:

english

Fichier:

PDF, 501 KB

english, 2008

42

Stochastic Analysis of Scattered Field by Building Facades Using Polynomial Chaos

Kersaudy, Pierric, Mostarshedi, Shermila, Sudret, Bruno, Picon, Odile, Wiart, Joe

Journal:

IEEE Transactions on Antennas and Propagation

Année:

2014

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2014

43

Updating the long-term creep strains in concrete containment vessels by using Markov chain Monte Carlo simulation and polynomial chaos expansions

Berveiller, Marc, Le Pape, Yann, Sudret, Bruno, Perrin, Frédéric

Journal:

Structure & Infrastructure Engineering Maintenance Management Life-Cycle Design & Performance

Année:

2012

Langue:

english

Fichier:

PDF, 861 KB

english, 2012

44

Bayesian Multilevel Model Calibration for Inverse Problems Under Uncertainty with Perfect Data

Nagel, Joseph B., Sudret, Bruno

Journal:

Journal of Aerospace Information Systems

Année:

2015

Langue:

english

Fichier:

PDF, 1.39 MB

english, 2015

45

[American Institute of Aeronautics and Astronautics 16th AIAA Non-Deterministic Approaches Conference - National Harbor, Maryland ()] 16th AIAA Non-Deterministic Approaches Conference - A Bayesian Multilevel Framework for Uncertainty Characterization and the NASA Langley Multidisciplinary UQ Challenge

Nagel, Joseph B., Sudret, Bruno

Année:

2014

Langue:

english

Fichier:

PDF, 644 KB

english, 2014

46

Numerical Investigations into the Value of Information in Lifecycle Analysis of Structural Systems

Konakli, Katerina, Sudret, Bruno, Faber, Michael H.

Journal:

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Année:

2015

Langue:

english

Fichier:

PDF, 925 KB

english, 2015

47

Spectral likelihood expansions for Bayesian inference

Nagel, Joseph B., Sudret, Bruno

Journal:

Journal of Computational Physics

Année:

2016

Langue:

english

Fichier:

PDF, 3.12 MB

english, 2016

48

Hamiltonian Monte Carlo and Borrowing Strength in Hierarchical Inverse Problems

Nagel, Joseph B., Sudret, Bruno

Journal:

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Année:

2015

Langue:

english

Fichier:

PDF, 1.16 MB

english, 2015

49

[IEEE IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium - Milan, Italy (2015.7.26-2015.7.31)] 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Global sensitivity analysis of a morphology based electromagnetic scattering model

Yuzugullu, Onur, Marelli, Stefano, Erten, Esra, Sudret, Bruno, Hajnsek, Irena

Année:

2015

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2015

50

Polynomial Chaos Expansion Models for the Monitoring of Structures under Operational Variability

Spiridonakos, Minas D., Chatzi, Eleni N., Sudret, Bruno

Journal:

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Année:

2016

Langue:

english

Fichier:

PDF, 6.72 MB

english, 2016