Stefano Marelli
Publications by Year
Research Areas
Probabilistic and Robust Engineering Design, Advanced Multi-Objective Optimization Algorithms, Structural Health Monitoring Techniques, Seismic Imaging and Inversion Techniques, Geophysical Methods and Applications
Most-Cited Works
- → UQLab: A Framework for Uncertainty Quantification in Matlab(2014)879 cited
- → An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis(2018)276 cited
- → Rare Event Estimation Using Polynomial-Chaos Kriging(2016)263 cited
- → Active learning for structural reliability: Survey, general framework and benchmark(2022)231 cited
- → Trade-Offs between Geographic Scale, Cost, and Infrastructure Requirements for Fully Renewable Electricity in Europe(2020)214 cited
- → Euclid preparation: II. The EuclidEmulator – a tool to compute the cosmology dependence of the nonlinear matter power spectrum(2019)175 cited
- → Data-driven polynomial chaos expansion for machine learning regression(2019)153 cited
- → Euclid preparation: IX. EuclidEmulator2 – power spectrum emulation with massive neutrinos and self-consistent dark energy perturbations(2021)151 cited
- → Surrogate models for uncertainty quantification: An overview(2017)142 cited
- → Engineering analysis with probability boxes: A review on computational methods(2021)127 cited