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ORCIDGianluca Geraci
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- affiliation: INRIA Bordeaux-Sud-Ouest, France
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Journal Articles
- 2025
[j12]Owen Davis, Gianluca Geraci, Mohammad Motamed:
Deep Learning without Global Optimization by Random Fourier Neural Networks. SIAM J. Sci. Comput. 47(2): 265- (2025)- 2023
- [j11]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: 111666 (2023) - 2020
- [j10]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) - [j9]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: 109257 (2020) - 2017
- [j8]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): 185-198 (2017) - [j7]Rémi Abgrall, Pietro Marco Congedo, Gianluca Geraci:
Towards a unified multiresolution scheme for treating discontinuities in differential equations with uncertainties. Math. Comput. Simul. 139: 1-22 (2017) - 2016
- [j6]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): 358-405 (2016) - 2015
- [j5]Rémi Abgrall, Pietro Marco Congedo, Gianluca Geraci, Maria Giovanna Rodio:
Stochastic Discrete Equation Method (sDEM) for two-phase flows. J. Comput. Phys. 299: 281-306 (2015) - 2014
- [j4]Rémi Abgrall, Pietro Marco Congedo, Gianluca Geraci:
A one-time truncate and encode multiresolution stochastic framework. J. Comput. Phys. 257: 19-56 (2014) - [j3]Dante De Santis, Gianluca Geraci, Alberto Guardone:
Equivalence conditions for the finite volume and finite element methods in spherical coordinates. Math. Comput. Simul. 106: 60-75 (2014) - 2012
- [j2]Dante 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): 4827-4839 (2012) - 2011
- [j1]Alberto Guardone, Dante 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): 680-694 (2011)
Informal and Other Publications
- 2024
- [i8]Gianluca Geraci, Kayla Clements, Aaron J. Olson:
A polynomial chaos approach for uncertainty quantification of Monte Carlo transport codes. CoRR abs/2403.07024 (2024) - [i7]Owen Davis, Gianluca Geraci, Mohammad Motamed:
Approximation Error and Complexity Bounds for ReLU Networks on Low-Regular Function Spaces. CoRR abs/2405.06727 (2024) - [i6]Owen Davis, Gianluca Geraci, Mohammad Motamed:
Deep Learning without Global Optimization by Random Fourier Neural Networks. CoRR abs/2407.11894 (2024) - [i5]Andrea Zanoni, Gianluca Geraci, Matteo Salvador, Alison L. Marsden, Daniele E. Schiavazzi:
NeurAM: nonlinear dimensionality reduction for uncertainty quantification through neural active manifolds. CoRR abs/2408.03534 (2024) - [i4]Karthik Menon, Andrea Zanoni, Muhammad Owais Khan, Gianluca Geraci, Koen Nieman, Daniele E. Schiavazzi, Alison L. Marsden:
Personalized and uncertainty-aware coronary hemodynamics simulations: From Bayesian estimation to improved multi-fidelity uncertainty quantification. CoRR abs/2409.02247 (2024) - 2022
- [i3]Lauren Partin, Gianluca Geraci, Ahmad A. Rushdi, Michael S. Eldred, Daniele E. Schiavazzi:
Multifidelity data fusion in convolutional encoder/decoder networks. CoRR abs/2205.05187 (2022) - 2020
- [i2]Alex A. Gorodetsky, John D. Jakeman, Gianluca Geraci:
MFNets: Learning network representations for multifidelity surrogate modeling. CoRR abs/2008.02672 (2020) - 2019
- [i1]John D. Jakeman, Michael Eldred, Gianluca Geraci, Alex A. Gorodetsky:
Adaptive Multi-index Collocation for Uncertainty Quantification and Sensitivity Analysis. CoRR abs/1909.13845 (2019)
Coauthor Index
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