Stefano Marelli - Concepedia

Author

Stefano Marelli

Also Known As

Marelli, S., Marelli, S. (author), Marelli, Stefano, S Marelli, S. Malvezzi, S. Marelli, Samuele Marelli, Stefano Marelli

197

Publications

4.2K

Citations

H-Index

142

Concepts

All Affiliations

ETH Zurich University of Zurich École Polytechnique Fédérale de Lausanne Helsinki Institute of Physics Institute of Geophysics Polish Academy of Sciences

About

Stefano Marelli is an author at ETH Zurich specializing in engineering, uncertainty quantification, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	26	2.5K
2	Business	1	1	113
3	Management	1	1	10
4	Medicine	1	1	25
5	Natural Sciences	1	1	107

Stefano Marelli

Publications

3.7K

Citations

H-Index

Page 1

	Year	Citations
UQLab: A Framework for Uncertainty Quantification in Matlab Stefano Marelli, Bruno Sudret Modular PlatformUqlab ProjectEngineeringSoftware EngineeringSimulation	2014	871
An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis Stefano Marelli, Bruno Sudret Structural Safety Nonlinear System IdentificationReliability EngineeringEngineeringMachine LearningApproximation Theory	2018	271
Rare Event Estimation Using Polynomial-Chaos Kriging Roland Schöbi, Bruno Sudret, Stefano Marelli ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering EngineeringRare Event EstimationPolynomial-chaos KrigingSystem ReliabilityStatistical Signal Processing	2016	263
Active learning for structural reliability: Survey, general framework and benchmark Maliki Moustapha, Stefano Marelli, Bruno Sudret Structural Safety	2022	226
Trade-Offs between Geographic Scale, Cost, and Infrastructure Requirements for Fully Renewable Electricity in Europe Tim Tröndle, Johan Lilliestam, Stefano Marelli, Joule	2020	205
<i>Euclid</i> preparation: II. The <scp>EuclidEmulator</scp> – a tool to compute the cosmology dependence of the nonlinear matter power spectrum Mischa Knabenhans, Joachim Stadel, Stefano Marelli, Monthly Notices of the Royal Astronomical Society	2019	173
Data-driven polynomial chaos expansion for machine learning regression Emiliano Torre, Stefano Marelli, Paul Embrechts, Journal of Computational Physics EngineeringMachine LearningData ScienceChaos TheoryMachine Learning Regression	2019	151
<i>Euclid</i> preparation: IX. EuclidEmulator2 – power spectrum emulation with massive neutrinos and self-consistent dark energy perturbations Mischa Knabenhans, Joachim Stadel, D. Potter, Monthly Notices of the Royal Astronomical Society	2021	146
Surrogate models for uncertainty quantification: An overview Bruno Sudret, Stefano Marelli, Joe Wiart EngineeringData ScienceUncertainty ModelingUncertainty QuantificationMonte Carlo	2017	140
A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas Emiliano Torre, Stefano Marelli, Paul Embrechts, Probabilistic Engineering Mechanics Vine CopulasEngineeringUncertainty ManagementData ScienceUncertainty Quantification	2018	113

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