All papers authored by Stefano Marelli
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2019
Emiliano Torre 
,
Stefano Marelli ,
Paul Embrechts,
Bruno Sudret
,
Stefano Marelli ,
Paul Embrechts,
Bruno Sudret
Data-driven polynomial chaos expansion for machine learning regression
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2017
Onur Yuzugullu,
Stefano Marelli ,
Esra Erten ,
Bruno Sudret,
Irena Hajnsek
,
Esra Erten ,
Bruno Sudret,
Irena Hajnsek
Determining Rice Growth Stage with X-Band SAR: A Metamodel Based Inversion
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Bruno Sudret,
Stefano Marelli ,
Joe Wiart
,
Joe Wiart
Surrogate models for uncertainty quantification: An overview
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Daniel Harenberg,
Stefano Marelli ,
Bruno Sudret,
Viktor Winschel
,
Bruno Sudret,
Viktor Winschel
Uncertainty Quantification and Global Sensitivity Analysis for Economic Models
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R. Schöbi,
B. Sudret,
S. Marelli
Rare Event Estimation Using Polynomial-Chaos Kriging
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2015
Stefano Marelli ,
Bruno Sudret
,
Bruno Sudret
Compressive Polynomial Chaos Expansion for multi dimensional model maps
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Onur Yuzugullu,
Stefano Marelli ,
Esra Erten,
Bruno Sudret,
Irena Hajnsek
,
Esra Erten,
Bruno Sudret,
Irena Hajnsek
Global sensitivity analysis of a morphology based electromagnetic scattering model
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Loïc Le Gratiet,
Stefano Marelli ,
Bruno Sudret
,
Bruno Sudret
Metamodel-based sensitivity analysis: Polynomial chaos expansions and Gaussian processes
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