FERRONATO, MASSIMILIANO
FERRONATO, MASSIMILIANO
Dipartimento di Ingegneria Civile, Edile e Ambientale - ICEA
A Physics-Informed Neural Network approach for compartmental epidemiological models
2024 Millevoi, Caterina; Pasetto, Damiano; Ferronato, Massimiliano
An efficient multi-field dynamic model for 3D wave propagation in saturated anisotropic porous media
2024 De Marchi, N.; Xotta, G.; Ferronato, M.; Salomoni, V.
On Physics-Informed Neural Networks training for coupled hydro-poromechanical problems
2024 Millevoi, Caterina; Spiezia, Nicolò; Ferronato, Massimiliano
Predicting the Volume of Influence of an Underground Gas Storage Reservoir: Application to a Real-World Case in Italy
2024 Teatini, P.; Ferronato, M.; Franceschini, A.; Adinolfi, L.; Coti, C.; Mantegazzi, A.; Tango, G.
A GPU-Accelerated Simulator for Challenging Extreme-Scale Geomechanical Models
2023 Frigo, Matteo; Isotton, Giovanni; Janna, Carlo; Spiezia, Nicolò; Ferronato, Massimiliano; Franceschini, Andrea; Filippini, Annachiara; Scrofani, Giovanni
Block constrained pressure residual preconditioning for two-phase flow in porous media by mixed hybrid finite elements
2023 Nardean, Stefano; Ferronato, Massimiliano; Abushaikha, Ahmad
Calibration of Time-Dependent Parameters in Compartmental Epidemiological Models Using Physics-Informed Neural Networks: An Application to the Italian Covid-19 Pandemic
2023 Millevoi, Caterina; Pasetto, Damiano; Ferronato, Massimiliano
Parallel Matrix-free polynomial preconditioners with application to flow simulations in discrete fracture networks
2023 Bergamaschi, L.; Ferronato, M.; Isotton, G.; Janna, C.; Martinez, A.
Reducing uncertainty on land subsidence modeling prediction by a sequential data-integration approach. Application to the Arlua off-shore reservoir in Italy
2023 Gazzola, L.; Ferronato, M.; Teatini, P.; Zoccarato, C.; Corradi, A.; Dacome, M. C.; Mantica, S.
Wave propagation on fully saturated anisotropic porous media: a numerical study
2023 De Marchi, N.; Xotta, G.; Ferronato, M.; Salomoni, V.
A Blended CPR/Block Preconditioning Approach for Mixed Discretization Schemes in Reservoir Modeling
2022 Nardean, S.; Ferronato, M.; Abushaikha, A.
A COUPLED MULTI–FIELD DYNAMIC MODEL FOR ANISOTROPIC POROUS MATERIALS
2022 De Marchi, N.; Ferronato, M.; Xotta, G.; Salomoni, V. A.
A reverse augmented constraint preconditioner for Lagrange multiplier methods in contact mechanics
2022 Franceschini, A.; Ferronato, M.; Frigo, M.; Janna, C.
A scalable preconditioning framework for stabilized contact mechanics with hydraulically active fractures
2022 Franceschini, Andrea; Gazzola, Laura; Ferronato, Massimiliano
Enhanced relaxed physical factorization preconditioner for coupled poromechanics
2022 Frigo, Matteo; Castelletto, Nicola; Ferronato, Massimiliano
Linear Solvers for Reservoir Simulation Problems: An Overview and Recent Developments
2022 Nardean, Stefano; Ferronato, Massimiliano; Abushaikha, Ahmad
On the Development of Efficient Solvers for Real-World Coupled Hydromechanical Simulations
2022 Ferronato, Massimiliano; Franceschini, Andrea; Frigo, Matteo
Speeding up convergence for a coupled dynamic multi-field model for anisotropic porous materials
2022 De Marchi, N.; Xotta, G.; Ferronato, M.; Salomoni, V.
A block preconditioner for two‐phase flow in porous media by mixed hybrid finite elements
2021 Nardean, Stefano; Ferronato, Massimiliano; Abushaikha, Ahmad S.
A novel block non-symmetric preconditioner for mixed-hybrid finite-element-based Darcy flow simulations
2021 Nardean, Stefano; Ferronato, Massimiliano; Abushaikha, Ahmad S.