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S

Stefano Marelli

ETH Zurich

27H-index
199Paper Count
4.3KCitation Count
Published Papers 41
Publication Date
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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
errShare
errSave
Surrogate-accelerated Bayesian Inversion for Exoplanet Interior Characterization
errThe Astrophysical Journal
IF0
err2026-01-30
err0
errOAAI
errTijn de Wringer; Caroline Dorn; Emily O. Garvin; Stefano Marelli
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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
errShare
errSave
Bayesian full waveform inversion with sequential surrogate model refinement
errGEOPHYSICAL JOURNAL INTERNATIONAL
IF2.7
err2025-11-01
err0
errOAAI
errMeles, Giovanni Angelo; Marelli, Stefano; Linde, Niklas
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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
High- versus low-fidelity simulation training for emergency front of neck access: A prospective observational study in a Swiss anesthesiology department
errSAUDI JOURNAL OF ANAESTHESIA
IF1.4
err2025-10-01
err0
PREAI
errGirombelli, Alessandro; Pekrun, Johanna; Vetrone, Francesco; Marelli, Stefano; Ledingham, Nicola; Rana, Nerlep K.; Speciale, Daniele; Ingrassia, Pier Luigi; Maino, Paolo
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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
errShare
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
errShare
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
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
Comparison of probabilistic structural reliability methods for ultimate limit state assessment of wind turbines
errSTRUCTURAL SAFETY
IF6.3
err2024-11-01
err0
errOAAI
errWang, Hong; Gramstad, Odin; Schaer, Styfen; Marelli, Stefano; Vanem, Erik
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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
errShare
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
errShare
errSave
Role of Magnesium in the Intensive Care Unit and Immunomodulation: A Literature Review
errVACCINES
IF3.4
err2023-06-20
err6
errOAAI
errSaglietti, Francesco; Girombelli, Alessandro; Marelli, Stefano; Vetrone, Francesco; Balzanelli, Mario G.; Tabaee Damavandi, Payam
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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
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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errSave
AK-PDEMi: A failure-informed enrichment algorithm for improving the AK-PDEM in reliability analysis
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-11-01
err10
errOAAI
errZhou, Tong; Marelli, Stefano; Sudret, Bruno; Peng, Yongbo
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errSave
Active learning for structural reliability: Survey, general framework and benchmark
errSTRUCTURAL SAFETY
IF6.3
err2022-05-01
err128
errOAAI
errMoustapha, Maliki; Marelli, Stefano; Sudret, Bruno
errShare
errSave
Rare event estimation using stochastic spectral embedding
errSTRUCTURAL SAFETY
IF6.3
err2022-05-01
err10
errOAAI
errWagner, P-R; Marelli, S.; Papaioannou, I; Straub, D.; Sudret, B.
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errSave
Training of a Classifier for Structural Component Failure Based on Hybrid Simulation and Kriging
errengineering fracture mechanics
IF3.2
err2022-01-01
err4
errOAAI
errAbbiati, Giuseppe; Marelli, Stefano; Ligeikis, Connor; Christenson, Richard; Stojadinovic, Bozidar
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
M. Frailis
H-index: 148 · Papers: 637
C
C. Padilla Aranda
H-index: 147 · Papers: 2.3K
F
F. Finelli⋆
H-index: 132 · Papers: 617
C
C. Burigana
H-index: 124 · Papers: 674
G
G. Polenta
H-index: 123 · Papers: 587
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