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

4 items

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

Resume (English only)

Co-authors

104 total