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Umberto Villa · Study
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Author
Umberto Villa
6 works
· latest 2024
· 2 institutions
cluster: provisional
ORCID 0000-0002-5142-2559
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Citations
115
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Most cited in this library
Taylor approximation and variance reduction for PDE-constrained optimal control under uncertainty
2019 · 42 citations
Multifidelity probability estimation via fusion of estimators
2019 · 27 citations
A Multilevel, Hierarchical Sampling Technique for Spatially Correlated Random Fields
2017 · 26 citations
A predictive multiphase model of silica aerogels for building envelope insulations
2022 · 10 citations
Democratizing uncertainty quantification
2024 · 5 citations
Works
6 shown
Democratizing uncertainty quantification
Journal of Computational Physics
·
2024
·
24 authors
·
Open access
5
citations
SOUPy: Stochastic PDE-constrained optimization under high-dimensional uncertainty in Python
The Journal of Open Source Software
·
2024
·
5 authors
·
Open access
5
citations
A predictive multiphase model of silica aerogels for building envelope insulations
Computational Mechanics
·
2022
·
8 authors
·
Open access
10
citations
Multifidelity probability estimation via fusion of estimators
Journal of Computational Physics
·
2019
·
5 authors
·
Open access
27
citations
Taylor approximation and variance reduction for PDE-constrained optimal control under uncertainty
Journal of Computational Physics
·
2019
·
3 authors
·
Open access
42
citations
A Multilevel, Hierarchical Sampling Technique for Spatially Correlated Random Fields
SIAM Journal on Scientific Computing
·
2017
·
3 authors
·
Open access
26
citations