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Federico Pichi
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2020 – today
- 2024
- [j4]Federico Pichi
, Beatriz Moya, Jan S. Hesthaven:
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs. J. Comput. Phys. 501: 112762 (2024) - [i11]Isabella Carla Gonnella, Moaad Khamlich, Federico Pichi, Gianluigi Rozza:
A stochastic perturbation approach to nonlinear bifurcating problems. CoRR abs/2402.16803 (2024) - [i10]Max Hirsch, Federico Pichi, Jan S. Hesthaven:
Neural empirical interpolation method for nonlinear model reduction. CoRR abs/2406.03562 (2024) - [i9]Oisín M. Morrison, Federico Pichi, Jan S. Hesthaven:
GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications. CoRR abs/2406.03569 (2024) - 2023
- [i8]Federico Pichi, Beatriz Moya, Jan S. Hesthaven:
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs. CoRR abs/2305.08573 (2023) - [i7]Federico Pichi, Gianluigi Rozza:
Reduced order models for the buckling of hyperelastic beams. CoRR abs/2305.19764 (2023) - [i6]Moaad Khamlich, Federico Pichi, Gianluigi Rozza:
Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel. CoRR abs/2308.13840 (2023) - 2021
- [j3]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): 1 (2021) - [i5]Federico Pichi, Francesco Ballarin, Gianluigi Rozza, Jan S. Hesthaven:
An artificial neural network approach to bifurcating phenomena in computational fluid dynamics. CoRR abs/2109.10765 (2021) - [i4]Moaad Khamlich, Federico Pichi, Gianluigi Rozza:
Model order reduction for bifurcating phenomena in Fluid-Structure Interaction problems. CoRR abs/2110.06297 (2021) - 2020
- [j2]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): B1115-B1135 (2020) - [i3]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 abs/2010.13506 (2020)
2010 – 2019
- 2019
- [j1]Federico Pichi
, Gianluigi Rozza
:
Reduced Basis Approaches for Parametrized Bifurcation Problems held by Non-linear Von Kármán Equations. J. Sci. Comput. 81(1): 112-135 (2019) - [i2]Federico Pichi, Annalisa Quaini, Gianluigi Rozza:
A Reduced Order technique to study bifurcating phenomena: application to the Gross-Pitaevskii equation. CoRR abs/1907.07082 (2019) - [i1]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 abs/1912.06089 (2019)
Coauthor Index
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