Scholar
Stefano Marelli
Google Scholar ID: 4mi4dJ8AAAAJ
Senior Scientist, Lecturer - ETH Zurich
Uncertainty Quantification
Surrogate Modeling
Global Sensitivity Analysis
Inversion
Machine 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
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
Cited
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
Co-authors
5 total
Bruno Sudret
ETH Zurich
Maliki Moustapha
Senior scientist, ETH Zurich, Chair of Risk, Safety and Uncertainty Quantification
Giovanni Angelo Meles
TNO
Marco Broccardo
University of Trento
Matthias G.R. Faes
Full Professor at TU Dortmund - Chair for Reliability Engineering
