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Camilla Fiorini

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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321

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Scholarly Papers (2)

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1.

Hybrid Autoencoder/Galerkin Approach for Nonlinear Reduced Order Modelling

Downloads 250 (308,710)

Hybrid Autoencoder/Galerkin Approach for Nonlinear Reduced Order Modelling

Number of pages: 56 Posted: 28 Oct 2024
Nicolas Lepage, Samir Beneddine, Camilla Fiorini, Iraj Mortazavi, Denis Sipp and Nicolas Thome
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Sorbonne University
Downloads 165 (456,066)

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Autoencoder, Reduced order model, Neural ODE, Computational Fluid Dynamics, Deep Learning

Hybrid Autoencoder/Galerkin Approach for Nonlinear Reduced Order Modelling

Number of pages: 65 Posted: 02 Apr 2025
Nicolas Lepage, Samir Beneddine, Camilla Fiorini, Iraj Mortazavi, Denis Sipp and Nicolas Thome
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Sorbonne University
Downloads 85 (792,223)

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Autoencoder, Reduced Order Model, Neural ODE, Computational fluid dynamics, Deep learning

2.

Sensitivity Analysis of Navier-Stokes Equations Coupled with Temperature Using the First-Order Polynomial Chaos Method and Fev Discretization

Number of pages: 33 Posted: 18 Mar 2025
Nathalie Nouaime, Bruno Desprès, Maria Adela Puscas and Camilla Fiorini
affiliation not provided to SSRN, affiliation not provided to SSRN, Université Paris XI Sud - CEA and affiliation not provided to SSRN
Downloads 71 (867,774)

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Intrusive Polynomial Chaos Method, Sensitivity analysis, Navier-Stokes equations, temperature equation, Finite Element-Volume method, stability estimate.