Federico Pichi

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

Federico Pichi, Francesco Ballarin, Gianluigi Rozza et al. · Computers & Fluids · 2023 · 72 citations · Full text

Evolving Neural Network, Engineering, Fluid-structure Interaction +8

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

Federico Pichi, Beatriz Moya, Jan S. Hesthaven · Journal of Computational Physics · 2024 · 60 citations · Full text

Geometric Learning, Reduced Order Modeling, Engineering +16

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

Federico Pichi, Maria Strazzullo, Francesco Ballarin et al. · ESAIM. Mathematical modelling and numerical analysis · 2022 · 26 citations · Full text

Numerical Analysis, Finite Element Method, Reduced Order Modeling +11

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

Federico Pichi, Gianluigi Rozza · Journal of Scientific Computing · 2019 · 25 citations

Numerical Analysis, Oscillation Theory, Geometric Singular Perturbation Theory +5

Model order reduction for bifurcating phenomena in fluid‐structure interaction problems

Moaad Khamlich, Federico Pichi, Gianluigi Rozza · International Journal for Numerical Methods in Fluids · 2022 · 16 citations · Full text

Reduced Order Modeling, Order Model, Engineering +15