Federico Pichi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Efficient Computation

Intracranial Aneurysms

Top Venues

J. Comput. Phys.

Adv. Comput. Math.

SIAM J. Sci. Comput.

Publications

Oisín M. Morrison, Federico Pichi, Jan S. Hesthaven
GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications. CoRR (2024)
Isabella Carla Gonnella, Moaad Khamlich, Federico Pichi, Gianluigi Rozza
A stochastic perturbation approach to nonlinear bifurcating problems. CoRR (2024)
Max Hirsch, Federico Pichi, Jan S. Hesthaven
Neural empirical interpolation method for nonlinear model reduction. CoRR (2024)
Federico Pichi, Beatriz Moya, Jan S. Hesthaven
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs. J. Comput. Phys. 501 (2024)
Moaad Khamlich, Federico Pichi, Gianluigi Rozza
Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel. CoRR (2023)
Federico Pichi, Gianluigi Rozza
Reduced order models for the buckling of hyperelastic beams. CoRR (2023)
Federico Pichi, Beatriz Moya, Jan S. Hesthaven
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs. CoRR (2023)
Moreno Pintore, Federico Pichi, Martin W. Hess, Gianluigi Rozza, Claudio Canuto
Efficient computation of bifurcation diagrams with a deflated approach to reduced basis spectral element method. Adv. Comput. Math. 47 (1) (2021)
Federico Pichi, Francesco Ballarin, Gianluigi Rozza, Jan S. Hesthaven
An artificial neural network approach to bifurcating phenomena in computational fluid dynamics. CoRR (2021)
Moaad Khamlich, Federico Pichi, Gianluigi Rozza
Model order reduction for bifurcating phenomena in Fluid-Structure Interaction problems. CoRR (2021)
Federico Pichi, Annalisa Quaini, Gianluigi Rozza
A Reduced Order Modeling Technique to Study Bifurcating Phenomena: Application to the Gross-Pitaevskii Equation. SIAM J. Sci. Comput. 42 (5) (2020)
Federico Pichi, Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza
Driving bifurcating parametrized nonlinear PDEs by optimal control strategies: application to Navier-Stokes equations with model order reduction. CoRR (2020)
Federico Pichi, Annalisa Quaini, Gianluigi Rozza
A Reduced Order technique to study bifurcating phenomena: application to the Gross-Pitaevskii equation. CoRR (2019)
Federico Pichi, Gianluigi Rozza
Reduced Basis Approaches for Parametrized Bifurcation Problems held by Non-linear Von Kármán Equations. J. Sci. Comput. 81 (1) (2019)
Moreno Pintore, Federico Pichi, Martin W. Hess, Gianluigi Rozza, Claudio Canuto
Efficient computation of bifurcation diagrams with a deflated approach to reduced basis spectral element method. CoRR (2019)