Federico Pichi

Orcid: 0000-0002-1163-3386

According to our database1, Federico Pichi authored at least 13 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs.
J. Comput. Phys., March, 2024

GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications.
CoRR, 2024

Neural empirical interpolation method for nonlinear model reduction.
CoRR, 2024

A stochastic perturbation approach to nonlinear bifurcating problems.
CoRR, 2024

2023
Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel.
CoRR, 2023

Reduced order models for the buckling of hyperelastic beams.
CoRR, 2023

2021
Model order reduction for bifurcating phenomena in Fluid-Structure Interaction problems.
CoRR, 2021

An artificial neural network approach to bifurcating phenomena in computational fluid dynamics.
CoRR, 2021

Efficient computation of bifurcation diagrams with a deflated approach to reduced basis spectral element method.
Adv. Comput. Math., 2021

2020
A Reduced Order Modeling Technique to Study Bifurcating Phenomena: Application to the Gross-Pitaevskii Equation.
SIAM J. Sci. Comput., 2020

Driving bifurcating parametrized nonlinear PDEs by optimal control strategies: application to Navier-Stokes equations with model order reduction.
CoRR, 2020

2019
Reduced Basis Approaches for Parametrized Bifurcation Problems held by Non-linear Von Kármán Equations.
J. Sci. Comput., 2019

A Reduced Order technique to study bifurcating phenomena: application to the Gross-Pitaevskii equation.
CoRR, 2019


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