Concepedia

Stefano Marelli

SM

46

Publications

3.7K

Citations

25

H-Index

2006

Active since

Affiliations

ETH Zurich(Current)

University of Zurich

École Polytechnique Fédérale de Lausanne

Helsinki Institute of Physics

Institute of Geophysics Polish Academy of Sciences

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

Top concepts

EngineeringUncertainty QuantificationData ScienceSystems EngineeringStatisticsComputer ScienceModeling And SimulationApproximation TheoryMachine LearningComputer Engineering

Publications per year

2006–2024

46

Publications

46

UQLab: A Framework for Uncertainty Quantification in Matlab

Stefano Marelli, Bruno Sudret · 2014 · 871 citations · Full text

Modular Platform, Uqlab Project, Engineering +17

An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis

Stefano Marelli, Bruno Sudret · Structural Safety · 2018 · 271 citations · Full text

Nonlinear System Identification, Reliability Engineering, Engineering +14

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 · 2016 · 263 citations · Full text

Engineering, Rare Event Estimation, Polynomial-chaos Kriging +17

Active learning for structural reliability: Survey, general framework and benchmark

Maliki Moustapha, Stefano Marelli, Bruno Sudret · Structural Safety · 2022 · 226 citations · Full text

Trade-Offs between Geographic Scale, Cost, and Infrastructure Requirements for Fully Renewable Electricity in Europe

Tim Tröndle, Johan Lilliestam, Stefano Marelli et al. · Joule · 2020 · 205 citations · Full text

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