Gianluca Geraci

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Multiresolution

Top Venues

J. Comput. Phys.

Math. Comput. Simul.

Artif. Intell. Eng. Des. Anal. Manuf.

Publications

Owen Davis, Gianluca Geraci, Mohammad Motamed
Deep Learning without Global Optimization by Random Fourier Neural Networks. CoRR (2024)
Gianluca Geraci, Kayla Clements, Aaron J. Olson
A polynomial chaos approach for uncertainty quantification of Monte Carlo transport codes. CoRR (2024)
Owen Davis, Gianluca Geraci, Mohammad Motamed
Approximation Error and Complexity Bounds for ReLU Networks on Low-Regular Function Spaces. CoRR (2024)
Lauren Partin, Gianluca Geraci, Ahmad A. Rushdi, Michael S. Eldred, Daniele E. Schiavazzi
Multifidelity data fusion in convolutional encoder/decoder networks. J. Comput. Phys. 472 (2023)
Lauren Partin, Gianluca Geraci, Ahmad Rushdi, Michael S. Eldred, Daniele E. Schiavazzi
Multifidelity data fusion in convolutional encoder/decoder networks. CoRR (2022)
Alex A. Gorodetsky, John D. Jakeman, Gianluca Geraci
MFNets: Learning network representations for multifidelity surrogate modeling. CoRR (2020)
Alex A. Gorodetsky, Gianluca Geraci, Michael S. Eldred, John D. Jakeman
A generalized approximate control variate framework for multifidelity uncertainty quantification. J. Comput. Phys. 408 (2020)
Hillary R. Fairbanks, Lluís Jofre, Gianluca Geraci, Gianluca Iaccarino, Alireza Doostan
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence. J. Comput. Phys. 402 (2020)
John D. Jakeman, Michael Eldred, Gianluca Geraci, Alex A. Gorodetsky
Adaptive Multi-index Collocation for Uncertainty Quantification and Sensitivity Analysis. CoRR (2019)
Rémi Abgrall, Pietro Marco Congedo, Gianluca Geraci
Towards a unified multiresolution scheme for treating discontinuities in differential equations with uncertainties. Math. Comput. Simul. 139 (2017)
Gianluca Geraci, Marco D. de Tullio, Gianluca Iaccarino
Polynomial chaos assessment of design tolerances for vortex-induced vibrations of two cylinders in tandem. Artif. Intell. Eng. Des. Anal. Manuf. 31 (2) (2017)
Gianluca Geraci, Pietro Marco Congedo, Rémi Abgrall, Gianluca Iaccarino
A Novel Weakly-Intrusive Non-linear Multiresolution Framework for Uncertainty Quantification in Hyperbolic Partial Differential Equations. J. Sci. Comput. 66 (1) (2016)
Rémi Abgrall, Pietro Marco Congedo, Gianluca Geraci, Maria Giovanna Rodio
Stochastic Discrete Equation Method (sDEM) for two-phase flows. J. Comput. Phys. 299 (2015)
Rémi Abgrall, Pietro Marco Congedo, Gianluca Geraci
A one-time truncate and encode multiresolution stochastic framework. J. Comput. Phys. 257 (2014)
D. De Santis, Gianluca Geraci, Alberto Guardone
Equivalence conditions for the finite volume and finite element methods in spherical coordinates. Math. Comput. Simul. 106 (2014)
D. De Santis, Gianluca Geraci, Alberto Guardone
Node-pair finite volume/finite element schemes for the Euler equation in cylindrical and spherical coordinates. J. Comput. Appl. Math. 236 (18) (2012)
Alberto Guardone, D. De Santis, Gianluca Geraci, M. Pasta
On the relation between finite element and finite volume schemes for compressible flows with cylindrical and spherical symmetry. J. Comput. Phys. 230 (3) (2011)