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Stefano Marelli · Study
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Author
Stefano Marelli
23 works
· latest 2024
· 1 institutions
cluster: provisional
ORCID 0000-0002-9268-9014
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23
Citations
3,309
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Most cited in this library
UQLab: A Framework for Uncertainty Quantification in Matlab
2014 · 1,018 citations
An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis
2018 · 308 citations
Active learning for structural reliability: Survey, general framework and benchmark
2022 · 282 citations
Rare Event Estimation Using Polynomial-Chaos Kriging
2016 · 279 citations
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark
2021 · 275 citations
Works
23 shown
Reliability analysis for data-driven noisy models using active learning
Structural Safety
·
2024
·
4 authors
·
Open access
12
citations
Comparison of probabilistic structural reliability methods for ultimate limit state assessment of wind turbines
Structural Safety
·
2024
·
5 authors
·
Open access
13
citations
Reliability analysis of arbitrary systems based on active learning and global sensitivity analysis
Reliability Engineering & System Safety
·
2024
·
4 authors
·
Open access
45
citations
A spectral surrogate model for stochastic simulators computed from trajectory samples
Computer Methods in Applied Mechanics and Engineering
·
2023
·
3 authors
·
Open access
33
citations
AK-PDEMi: A failure-informed enrichment algorithm for improving the AK-PDEM in reliability analysis
Mechanical Systems and Signal Processing
·
2022
·
4 authors
·
Open access
15
citations
Active learning for structural reliability: Survey, general framework and benchmark
Structural Safety
·
2022
·
3 authors
·
Open access
282
citations
Rare event estimation using stochastic spectral embedding
Structural Safety
·
2022
·
5 authors
·
Open access
20
citations
AUTOMATIC SELECTION OF BASIS-ADAPTIVE SPARSE POLYNOMIAL CHAOS EXPANSIONS FOR ENGINEERING APPLICATIONS
International Journal for Uncertainty Quantification
·
2021
·
3 authors
·
Open access
33
citations
Engineering analysis with probability boxes: A review on computational methods
Structural Safety
·
2021
·
5 authors
·
Open access
142
citations
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark
SIAM/ASA Journal on Uncertainty Quantification
·
2021
·
3 authors
·
Open access
275
citations
STOCHASTIC SPECTRAL EMBEDDING
International Journal for Uncertainty Quantification
·
2020
·
4 authors
·
Open access
29
citations
A global sensitivity analysis framework for hybrid simulation
Mechanical Systems and Signal Processing
·
2020
·
5 authors
·
Open access
65
citations
Uncertainty quantification and global sensitivity analysis for economic models
Quantitative Economics
·
2019
·
4 authors
·
Open access
40
citations
A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas
Probabilistic Engineering Mechanics
·
2018
·
4 authors
·
Open access
112
citations
An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis
Structural Safety
·
2018
·
2 authors
·
Open access
308
citations
Sparse polynomial chaos expansions of frequency response functions using stochastic frequency transformation
Probabilistic Engineering Mechanics
·
2017
·
4 authors
·
Open access
66
citations
On optimal experimental designs for Sparse Polynomial Chaos Expansions
arXiv (Cornell University)
·
2017
·
3 authors
·
preprint
·
Open access
15
citations
Surrogate models for uncertainty quantification: An overview
European Conference on Antennas and Propagation
·
2017
·
3 authors
·
other
188
citations
Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processes
Springer eBooks
·
2017
·
3 authors
·
chapter
110
citations
Sequential Design of Experiment for Sparse Polynomial Chaos Expansions
SIAM/ASA Journal on Uncertainty Quantification
·
2017
·
3 authors
83
citations
Rare Event Estimation Using Polynomial-Chaos Kriging
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering
·
2016
·
3 authors
·
Open access
279
citations
Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processes
Springer eBooks
·
2015
·
3 authors
·
chapter
·
Open access
126
citations
UQLab: A Framework for Uncertainty Quantification in Matlab
Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty, Modeling, and Analysis (ISUMA)
·
2014
·
2 authors
·
other
·
Open access
1,018
citations