Stefano Marelli
Scholar

Stefano Marelli

Google Scholar ID: 4mi4dJ8AAAAJ
Senior Scientist, Lecturer - ETH Zurich
Uncertainty QuantificationSurrogate ModelingGlobal Sensitivity AnalysisInversionMachine Learning
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Citations & Impact
All-time
Citations
5,428
 
H-index
30
 
i10-index
52
 
Publications
20
 
Co-authors
104
list available
Contact
No contact links provided.
Publications
5 items
Time-variant reliability using time-dependent surrogate models
2026
Cited
0
Probabilistic function-on-function nonlinear autoregressive model for emulation and reliability analysis of dynamical systems
2026
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0
mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection
2025
Cited
0
Surrogate modeling for uncertainty quantification in nonlinear dynamics
2025
Cited
0
AL-SPCE -- Reliability analysis for nondeterministic models using stochastic polynomial chaos expansions and active learning
2025
Cited
0
Resume (English only)
Co-authors
104 total
Bruno Sudret
Bruno Sudret
ETH Zurich
Co-author 2
Co-author 2
Maliki Moustapha
Maliki Moustapha
Senior scientist, ETH Zurich, Chair of Risk, Safety and Uncertainty Quantification
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
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Co-author 7
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Co-author 8
Co-author 8