Camilla Fiorini
Camilla Fiorini
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Hybrid Autoencoder/Galerkin Approach for Nonlinear Reduced Order Modelling
This paper presents a novel nonlinear Reduced Order Model (ROM) that combines Proper Orthogonal Decomposition (POD) with deep learning …
Nicolas Lepage
,
Samir Beneddine
,
Camilla Fiorini
,
Iraj Mortazavi
,
Denis Sipp
,
Nicolas Thome
Preprint
Citazione
Stability of a continuous/discrete sensitivity model for the Navier–Stokes equations
This work presents a comprehensive framework for the sensitivity analysis of the Navier–Stokes equations, with an emphasis on the …
Nathalie Nouaime
,
Bruno Després
,
Maria Adela Puscas
,
Camilla Fiorini
PDF
Citazione
Sensitivity analysis for a thermohydrodynamic model: uncertainty analysis and parameter estimation
This paper proposes an efficient computational strategy to deal with uncertainty propagation problems for the Navier–Stokes equations …
Camilla Fiorini
,
Maria Adela Puscas
,
Bruno Després
PDF
Citazione
Uncertainty propagation of the shock position for hyperbolic PDEs using a sensitivity equation method
In this work, we design a method to provide confidence intervals for the position of a discontinuity arising in hyperbolic conservation …
Camilla Fiorini
PDF
Citazione
A two-step numerical scheme in time for surface quasi geostrophic equations under location uncertainty
In this work we consider the surface quasi-geostrophic(SQG) system under location uncertainty (LU) and propose a Milstein-type scheme …
Camilla Fiorini
,
Pierre-Marie Boulvard
,
Long Li
,
Étienne Mémin
Preprint
Citazione
Sensitivity equation method for the Navier–Stokes equations applied to uncertainty propagation
This works deals with sensitivity analysis for the Navier–Stokes equations. The aim is to provide an estimate of the variance of the …
Camilla Fiorini
,
Bruno Després
,
Maria Adela Puscas
Preprint
PDF
Citazione
A modified sensitivity equation method for Euler equations in presence of shocks
Sensitivity analysis (SA) is the study of how the output of a mathematical model is affected by changes in the inputs. SA is widely …
Camilla Fiorini
,
Christophe Chalons
,
Régis Duvigneau
Preprint
PDF
Citazione
Sensitivity analysis and numerical diffusion effects for hyperbolic PDE systems with discontinuous solutions. The case of barotropic Euler equations in Lagrangian coordinates
Sensitivity analysis (SA) is the study of how the output of a mathematical model is affected by changes in the inputs. SA is widely …
Christophe Chalons
,
Régis Duvigneau
,
Camilla Fiorini
Preprint
PDF
Citazione
Sensitivity analysis for nonlinear hyperbolic systems of conservation laws
Sensitivity analysis (SA) concerns the quantification of changes in Partial Differential Equations (PDEs) solution due to perturbations …
Camilla Fiorini
PDF
Citazione
Slides
Sensitivity analysis for the Euler equations in Lagrangian coordinates
Sensitivity analysis (SA) is the study of how changes in the inputs of a model affect the outputs. SA has many applications, among …
Christophe Chalons
,
Régis Duvigneau
,
Camilla Fiorini
PDF
Citazione
Optimization of running strategies according to the physiological parameters for a two-runner model
In order to describe the velocity and the anaerobic energy of two runners competing against each other for middle-distance races, we …
Camilla Fiorini
PDF
Citazione
Optimization of an Unsteady System Governed by PDEs using a Multi-Objective Descent Method
The aim of this work is to develop an approach to solve optimization problems in which the functional that has to be minimized is time …
Camilla Fiorini
,
Régis Duvigneau
,
Jean-Antoine Désidéri
PDF
Citazione
Citazione
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