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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

Year:

2015

Language:

english

File:

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

Year:

2020

Language:

english

File:

PDF, 5.20 MB

english, 2020

3

Global sensitivity analysis using polynomial chaos expansions

Journal:

Reliability Engineering & System Safety

Year:

2008

Language:

english

File:

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

Year:

2010

Language:

english

File:

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

Year:

2019

Language:

english

File:

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

Year:

2019

Language:

english

File:

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

Year:

2001

Language:

english

File:

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

Year:

2006

File:

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

Year:

2015

Language:

english

File:

PDF, 1.69 MB

english, 2015

10

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

Year:

2017

Language:

english

File:

PDF, 3.60 MB

english, 2017

11

Development of Probabilistic Dam Breach Model Using Bayesian Inference

Peter, S. J., Siviglia, A., Nagel, J., Marelli, S., Boes, R. M., Vetsch, D., Sudret, B.

Journal:

Water Resources Research

Year:

2018

Language:

english

File:

PDF, 3.44 MB

english, 2018

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

Year:

2018

Language:

english

File:

PDF, 810 KB

english, 2018

13

Data-driven polynomial chaos expansion for machine learning regression

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

Journal:

Journal of Computational Physics

Year:

2019

Language:

english

File:

PDF, 1.23 MB

english, 2019

14

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

Géraud Blatman, Bruno Sudret

Journal:

Comptes Rendus Mécanique

Year:

2008

Language:

french

File:

PDF, 287 KB

french, 2008

15

Probabilistic models for the extent of damage in degrading reinforced concrete structures

Journal:

Reliability Engineering & System Safety

Year:

2008

Language:

english

File:

PDF, 346 KB

english, 2008

16

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

Year:

2000

File:

PDF, 158 KB

2000

17

3-D Spectral Stochastic Finite Element Method in Electromagnetism

Gaignaire, R., Clenet, S., Sudret, B., Moreau, O.

Journal:

IEEE Transactions on Magnetics

Year:

2007

Language:

english

File:

PDF, 194 KB

english, 2007

18

Current Calculation in Electrokinetics Using a Spectral Stochastic Finite Element Method

Gaignaire, R., Clenet, S., Moreau, O., Sudret, B.

Journal:

IEEE Transactions on Magnetics

Year:

2008

Language:

english

File:

PDF, 236 KB

english, 2008

19

Speeding Up SSFEM Computation Using Kronecker Tensor Products

Gaignaire, R., Guyomarc'h, F., Moreau, O., Clenet, S., Sudret, B.

Journal:

IEEE Transactions on Magnetics

Year:

2009

Language:

english

File:

PDF, 307 KB

english, 2009

20

A stochastic finite element procedure for moment and reliability analysis

Sudret, Bruno, Berveiller, Marc, Lemaire, Maurice

Journal:

Revue européenne de mécanique numérique

Year:

2006

File:

PDF, 3.21 MB

2006

21

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

Year:

2001

File:

PDF, 578 KB

2001

22

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

Year:

2015

Language:

english

File:

PDF, 645 KB

english, 2015

23

A new system formulation for the tolerance analysis of overconstrained mechanisms

Dumas, A., Gayton, N., Dantan, J.-Y., Sudret, B.

Journal:

Probabilistic Engineering Mechanics

Year:

2015

Language:

english

File:

PDF, 1.16 MB

english, 2015

24

[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

Year:

2014

Language:

english

File:

PDF, 416 KB

english, 2014

25

Rare Event Estimation Using Polynomial-Chaos Kriging

Schöbi, R., Sudret, B., Marelli, S.

Journal:

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

Year:

2016

Language:

english

File:

PDF, 1.64 MB

english, 2016

26

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

Year:

2015

Language:

english

File:

PDF, 493 KB

english, 2015

27

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

Year:

2015

Language:

english

File:

PDF, 6.89 MB

english, 2015

28

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

Year:

2015

Language:

english

File:

PDF, 3.12 MB

english, 2015

29

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

Year:

2016

Language:

english

File:

PDF, 2.03 MB

english, 2016

30

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

Year:

2015

Language:

english

File:

PDF, 2.32 MB

english, 2015

31

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

Year:

2017

Language:

english

File:

PDF, 2.99 MB

english, 2017

32

Seismic fragility curves for structures using non-parametric representations

Mai, Chu, Konakli, Katerina, Sudret, Bruno

Journal:

Frontiers of Structural and Civil Engineering

Year:

2017

Language:

english

File:

PDF, 2.53 MB

english, 2017

33

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

Year:

2019

Language:

english

File:

PDF, 36 KB

english, 2019

34

Polynomial chaos expansion for uncertainty quantification of dam engineering problems

Hariri-Ardebili, Mohammad Amin, Sudret, Bruno

Journal:

Engineering Structures

Year:

2019

Language:

english

File:

PDF, 5.86 MB

english, 2019

35

Bayesian calibration and sensitivity analysis of heat transfer models for fire insulation panels

Wagner, P.-R., Fahrni, R., Klippel, M., Frangi, A., Sudret, B.

Journal:

Engineering Structures

Year:

2020

File:

PDF, 25.17 MB

2020

36

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

Year:

2020

Language:

english

File:

PDF, 7.06 MB

english, 2020

37

A global sensitivity analysis framework for hybrid simulation

Abbiati, G., Marelli, S., Tsokanas, N., Sudret, B., StojadinoviÄ, B.

Journal:

Mechanical Systems and Signal Processing

Year:

2021

File:

PDF, 1.80 MB

2021

38

Surrogate modeling based on resampled polynomial chaos expansions

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

Journal:

Reliability Engineering & System Safety

Year:

2020

File:

PDF, 3.57 MB

2020

39

Life-time reliability based assessment of structures submitted to thermal fatigue

Z. Guédé, B. Sudret, M. Lemaire

Journal:

International Journal of Fatigue

Year:

2007

Language:

english

File:

PDF, 471 KB

english, 2007

40

Probabilistic assessment of thermal fatigue in nuclear components

B. Sudret, Z. Guédé

Journal:

Nuclear Engineering and Design

Year:

2005

Language:

english

File:

PDF, 517 KB

english, 2005

41

Eléments finis stochastiques en élasticité linéaire

Bruno Sudret, Marc Berveiller, Maurice Lemaire

Journal:

Comptes Rendus Mécanique

Year:

2004

Language:

french

File:

PDF, 125 KB

french, 2004

42

Adaptive sparse polynomial chaos expansion based on least angle regression

Géraud Blatman, Bruno Sudret

Journal:

Journal of Computational Physics

Year:

2011

Language:

english

File:

PDF, 1.35 MB

english, 2011

43

The PHI2 method: a way to compute time-variant reliability

C. Andrieu-Renaud, B. Sudret, M. Lemaire

Journal:

Reliability Engineering & System Safety

Year:

2004

Language:

english

File:

PDF, 272 KB

english, 2004

44

Efficient computation of global sensitivity indices using sparse polynomial chaos expansions

Géraud Blatman, Bruno Sudret

Journal:

Reliability Engineering & System Safety

Year:

2010

Language:

english

File:

PDF, 607 KB

english, 2010

45

Time-variant finite element reliability analysis – application to the durability of cooling towers

B. Sudret, G. Defaux, M. Pendola

Journal:

Structural Safety

Year:

2005

Language:

english

File:

PDF, 623 KB

english, 2005

46

Comparison of finite element reliability methods

Bruno Sudret, Armen Der Kiureghian

Journal:

Probabilistic Engineering Mechanics

Year:

2002

Language:

english

File:

PDF, 225 KB

english, 2002

47

Micropolar multiphase model for materials reinforced by linear inclusions

Patrick de Buhan, Bruno Sudret

Journal:

European Journal of Mechanics - A/Solids

Year:

2000

Language:

english

File:

PDF, 373 KB

english, 2000

48

A two-phase elastoplastic model for unidirectionally-reinforced materials

Patrick de Buhan, Bruno Sudret

Journal:

European Journal of Mechanics - A/Solids

Year:

1999

Language:

english

File:

PDF, 224 KB

english, 1999

49

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

Year:

1999

Language:

english

File:

PDF, 388 KB

english, 1999

50

Elastoplastic analysis of inclusion reinforced structures

Bruno Sudret, Samir Maghous Patrick de Buhan, Denise Bernaud

Journal:

Metals and Materials International

Year:

1998

Language:

english

File:

PDF, 1.08 MB

english, 1998

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