S. Marelli

Identifiers

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Papers (10)

1. mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection stat.CO · 2025 · author #2
2. MF-GLaM: A multifidelity stochastic emulator using generalized lambda models stat.ML · 2025 · author #3
3. Data-driven polynomial chaos expansion for machine learning regression stat.ML · 2018 · author #2
4. Development of probabilistic dam breach model using Bayesian inference stat.CO · 2018 · author #4
5. The Gaussian process modelling module in UQLab stat.CO · 2017 · author #2
6. A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas stat.ME · 2017 · author #2
7. An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis stat.CO · 2017 · author #1
8. On optimal experimental designs for Sparse Polynomial Chaos Expansions stat.ME · 2017 · author #2
9. Metamodel-based sensitivity analysis: Polynomial chaos expansions and Gaussian processes stat.CO · 2016 · author #2
10. Sparse polynomial chaos expansions of frequency response functions using stochastic frequency transformation stat.CO · 2016 · author #2

Mentions

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Frequent Coauthors

• B. Sudret 10 shared papers
• E. Torre 2 shared papers
• P. Embrechts 2 shared papers
• A. Siviglia 1 shared papers
• C. Lataniotis 1 shared papers
• D. Vetsch 1 shared papers
• J. Nagel 1 shared papers
• K. Giannoukou 1 shared papers
• L. Le Gratiet 1 shared papers
• N. Fajraoui 1 shared papers
• R. M. Boes 1 shared papers
• S. J. Peter 1 shared papers
• S. Sch\"ar 1 shared papers
• T. Abrahamsson 1 shared papers
• V. Yaghoubi 1 shared papers
• X. Zhu 1 shared papers