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Bruno Sudret

eth zurich

53H-index
438Paper Count
1.5WCitation Count
Published Papers 74
Publication Date
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Function-on-function nonlinear autoregressive model (F2NARX) for probabilistic surrogate modeling of stochastic dynamical systems
errStructural Safety
IF6.3
err2026-10-13
err0
errOAAI
errZhouzhou Song; Marcos A. Valdebenito; Styfen Schär; Stefano Marelli; Bruno Sudret; Matthias G.R. Faes
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errSave
Active learning strategy for excursion-set confidence regions of functional simulator outputs
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-09-09
err0
PREAI
errLucas Brunel; Mathieu Balesdent; Loïc Brevault; Rodolphe Le Riche; Bruno Sudret
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errSave
AL-SPCE — Reliability analysis for nondeterministic models using stochastic polynomial chaos expansions and active learning
errStructural Safety
IF6.3
err2026-07-20
err0
errOAAI
errAnderson V. Pires; Maliki Moustapha; Stefano Marelli; Bruno Sudret
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Framework for the assessment of ship hull girder reliability and related sensitivity analysis considering accidental damage and ageing
errMarine Structures
IF5.1
err2025-12-02
err0
errOAAI
errKrzysztof Woloszyk; Jakub Montewka; Floris Goerlandt; Bruno Sudret
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errSave
mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-11-15
err0
errOAAI
errStyfen Schär; Stefano Marelli; Bruno Sudret
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errSave
MF-GLaM: A multifidelity stochastic emulator using generalized lambda models
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-23
err0
errOAAI
errKaterina Giannoukou; Xujia Zhu; Stefano Marelli; Bruno Sudret
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errSave
Reliability analysis for non-deterministic limit-states using stochastic emulators
errStructural Safety
IF6.3
err2025-06-17
err0
errOAAI
errAnderson V. Pires; Maliki Moustapha; Stefano Marelli; Bruno Sudret
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errSave
Surrogate modeling with functional nonlinear autoregressive models ( F-NARX)
errReliability Engineering & System Safety
IF11
err2025-06-06
err0
PREAI
errStyfen Schär; Stefano Marelli; Bruno Sudret
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errSave
UQ state-dependent framework for seismic fragility assessment of industrial components
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-05-10
err0
errOAAI
errNardin, Chiara; Marelli, Stefano; Bursi, Oreste S.; Sudret, Bruno; Broccardo, Marco
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errSave
Development of methods of structural reliability
errSTRUCTURAL SAFETY
IF6.3
err2025-03-01
err10
PREAI
errEllingwood, Bruce; Maes, Marc; Bartlett, F. Michael; Beck, Andre T.; Caprani, Colin; Kiureghian, Armen Der; Duenas-Osorio, Leonardo; Galvao, Neryvaldo; Gilbert, Robert; Li, Jie; Matos, Jose; Mori, Yasuhiro; Papaioannou, Iason; Parades, Roger; Straub, Daniel; Sudret, Bruno
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errSave
Reliability analysis for data-driven noisy models using active learning
errSTRUCTURAL SAFETY
IF6.3
err2025-01-01
err0
errOAAI
errPires, Anderson, V; Moustapha, Maliki; Marelli, Stefano; Sudret, Bruno
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errSave
Maximum a posteriori estimation for linear structural dynamics models using Bayesian optimization with rational polynomial chaos expansions
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
errOAAI
errSchneider, Felix; Papaioannou, Iason; Sudret, Bruno; Mueller, Gerhard
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errSave
Reliability analysis of arbitrary systems based on active learning and global sensitivity analysis
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-08-01
err4
errOAAI
errMoustapha, Maliki; Parisi, Pietro; Marelli, Stefano; Sudret, Bruno
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errSave
Strategies for robust renovation of residential buildings in Switzerland
errNATURE COMMUNICATIONS
IF15.7
err2024-03-12
err3
errOAAI
errGalimshina, Alina; Moustapha, Maliki; Hollberg, Alexander; Lasvaux, Sebastien; Sudret, Bruno; Habert, Guillaume
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errSave
Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX)
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-02-01
err5
errOAAI
errSchaer, Styfen; Marelli, Stefano; Sudret, Bruno
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errSave
How is a global sensitivity analysis of a catchment-scale, distributed pesticide transfer model performed? Application to the PESHMELBA model
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2023-06-05
err2
errOAAI
errRouzies, Emilie; Lauvernet, Claire; Sudret, Bruno; Vidard, Arthur
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errSave
Learning non-stationary and discontinuous functions using clustering, classification and Gaussian process modelling
errCOMPUTERS & STRUCTURES
IF4.8
err2023-06-01
err8
errOAAI
errMoustapha, Maliki; Sudret, Bruno
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errSave
Global sensitivity analysis of 3D printed material with binder jet technology by using surrogate modeling and polynomial chaos expansion
errPROGRESS IN ADDITIVE MANUFACTURING
IF5.4
err2023-05-30
err6
errOAAI
errDel Giudice, Lorenzo; Marelli, Stefano; Sudret, Bruno; Vassiliou, Michalis F.
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errSave
Seismic fragility analysis using stochastic polynomial chaos expansions
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2023-04-01
err12
errOAAI
errZhu, Xujia; Broccardo, Marco; Sudret, Bruno
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errSave
A spectral surrogate model for stochastic simulators computed from trajectory samples
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-03-01
err8
errOAAI
errLuthen, Nora; Marelli, Stefano; Sudret, Bruno
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Research Directions

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Co-authors
Cooperation Journals
C
C. Burigana
H-index: 124 · Papers: 674
H
H. Kurki‐Suonio
H-index: 118 · Papers: 804
T
Thomas Peter
H-index: 93 · Papers: 827
R
Romain Teyssier
H-index: 79 · Papers: 519
A
Armen Der Kiureghian
H-index: 73 · Papers: 339
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