Stefano Marelli
Stefano Marelli
Senior Scientist, Lecturer - ETH Zurich
Verified email at - Homepage
Cited by
Cited by
UQLab a Framework for Uncertainty Quantification in Matlab
S Marelli, B Sudret
Second International Conference on Vulnerability and Risk Analysis and …, 2014
Rare event estimation using polynomial-chaos kriging
R Schöbi, B Sudret, S Marelli
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2017
UQLab user manual–Polynomial chaos expansions
S Marelli, B Sudret
Chair of Risk, Safety & Uncertainty Quantification, ETH Zürich, 0.9-104 …, 2015
Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processes
L Le Gratiet, S Marelli, B Sudret
Handbook of Uncertainty Quantification, 2016
UQLab user manual – Kriging
C Lataniotis, S Marelli, B Sudret
Technical report, Chair of risk, safety & uncertainty quantification, ETH …, 2015
An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis
S Marelli, B Sudret
Structural Safety 75, 67-74, 2018
Sequential design of experiment for sparse polynomial chaos expansions
N Fajraoui, S Marelli, B Sudret
SIAM/ASA Journal on Uncertainty Quantification 5 (1), 1061-1085, 2017
Receiver-coupling effects in seismic waveform inversions
H Maurer, SA Greenhalgh, E Manukyan, S Marelli, AG Green
Geophysics 77 (1), R57-R63, 2012
Euclid preparation: II. The EuclidEmulator – a tool to compute the cosmology dependence of the nonlinear matter power spectrum
Euclid Collaboration, M Knabenhans, J Stadel, S Marelli, D Potter, ...
Monthly Notices of the Royal Astronomical Society 484 (4), 5509-5529, 2019
Appraisal of waveform repeatability for crosshole and hole-to-tunnel seismic monitoring of radioactive waste repositories
S Marelli, E Manukyan, H Maurer, SA Greenhalgh, AG Green
Geophysics 75 (5), Q21, 2010
Surrogate models for uncertainty quantification: An overview
B Sudret, S Marelli, J Wiart
2017 11th European conference on antennas and propagation (EUCAP), 793-797, 2017
A critical appraisal of asymptotic 3D-to-2D data transformation in full-waveform seismic crosshole tomography
L Auer, AM Nuber, SA Greenhalgh, H Maurer, S Marelli
Geophysics 78 (6), R235-R247, 2013
Sparse polynomial chaos expansions of frequency response functions using stochastic frequency transformation
V Yaghoubi, S Marelli, B Sudret, T Abrahamsson
Probabilistic engineering mechanics 48, 39-58, 2017
A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas
E Torre, S Marelli, P Embrechts, B Sudret
Probabilistic Engineering Mechanics 55, 1-16, 2019
Determining rice growth stage with X-band SAR: A metamodel based inversion
O Yuzugullu, S Marelli, E Erten, B Sudret, I Hajnsek
Remote Sensing 9 (5), 460, 2017
UQLab user manual - Sensitivity Analysis
S Marelli, C Lamas-Fernandes, B Sudret
Tech. Rep, 2015
UQLab user manual – Reliability Analysis
S Marelli, R Schöbi, B Sudret
Technical report, Chair of Risk, Safety & Uncertainty Quantification, ETH …, 2015
Validity of the acoustic approximation in full-waveform seismic crosshole tomography
S Marelli, H Maurer, E Manukyan
Geophysics 77 (3), R129-R139, 2012
Exploitation of data-information content in elastic-waveform inversions
E Manukyan, S Latzel, H Maurer, S Marelli, S Greenhalgh
Geophysics 77, R105, 2012
Data-driven polynomial chaos expansion for machine learning regression
E Torre, S Marelli, P Embrechts, B Sudret
Journal of Computational Physics 388, 601-623, 2019
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