Federico Pichi

According to our database, Federico Pichi authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A graph convolutional autoencoder approach to model order reduction for parametrized PDEs.

Federico Pichi, Beatriz Moya, Jan S. Hesthaven

J. Comput. Phys., March, 2024

Projection-based Reduced Order Modelling for Unsteady Parametrized Optimal Control Problems in 3D Cardiovascular Flows.

Surabhi Rathore, Pasquale Claudio Africa, Francesco Ballarin, Federico Pichi, Michele Girfoglio, Gianluigi Rozza

CoRR, 2024

GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications.

Oisín M. Morrison, Federico Pichi, Jan S. Hesthaven

CoRR, 2024

Neural empirical interpolation method for nonlinear model reduction.

Max Hirsch, Federico Pichi, Jan S. Hesthaven

CoRR, 2024

A stochastic perturbation approach to nonlinear bifurcating problems.

Isabella Carla Gonnella, Moaad Khamlich, Federico Pichi, Gianluigi Rozza

CoRR, 2024

2023

Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel.

Moaad Khamlich, Federico Pichi, Gianluigi Rozza

CoRR, 2023

Reduced order models for the buckling of hyperelastic beams.

Federico Pichi, Gianluigi Rozza

CoRR, 2023

2021

Model order reduction for bifurcating phenomena in Fluid-Structure Interaction problems.

Moaad Khamlich, Federico Pichi, Gianluigi Rozza

CoRR, 2021

An artificial neural network approach to bifurcating phenomena in computational fluid dynamics.

Federico Pichi, Francesco Ballarin, Gianluigi Rozza, Jan S. Hesthaven

CoRR, 2021

Efficient computation of bifurcation diagrams with a deflated approach to reduced basis spectral element method.

Moreno Pintore, Federico Pichi, Martin W. Hess, Gianluigi Rozza, Claudio Canuto

Adv. Comput. Math., 2021

2020

A Reduced Order Modeling Technique to Study Bifurcating Phenomena: Application to the Gross-Pitaevskii Equation.

Federico Pichi, Annalisa Quaini, Gianluigi Rozza

SIAM J. Sci. Comput., 2020

Driving bifurcating parametrized nonlinear PDEs by optimal control strategies: application to Navier-Stokes equations with model order reduction.

Federico Pichi, Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza

CoRR, 2020

2019

Reduced Basis Approaches for Parametrized Bifurcation Problems held by Non-linear Von Kármán Equations.

Federico Pichi, Gianluigi Rozza

J. Sci. Comput., 2019

A Reduced Order technique to study bifurcating phenomena: application to the Gross-Pitaevskii equation.

Federico Pichi, Annalisa Quaini, Gianluigi Rozza

CoRR, 2019