Sfoglia per Autore
Spatial spread of COVID-19 outbreak in Italy using multiscale kinetic transport equations with uncertainty
2021 Bertaglia, Giulia; Boscheri, Walter; Dimarco, Giacomo; Pareschi, Lorenzo
Uncertainty quantification of viscoelastic parameters in arterial hemodynamics with the a-FSI blood flow model
2021 Bertaglia, Giulia; Caleffi, Valerio; Pareschi, Lorenzo; Valiani, Alessandro
Asymptotic-Preserving Neural Networks for multiscale hyperbolic models
file con accesso da definire2022 Bertaglia, Giulia
Physics-informed neural networks for multiscale hyperbolic models for the spatial spread of infectious diseases
file con accesso da definire2022 Bertaglia, Giulia
On mathematical models and methods for 1D fluid-structure interaction problems in computational hemodynamics
file con accesso da definire2022 Bertaglia, Giulia
Asymptotic-preserving neural networks for hyperbolic transport models: Application to epidemic dynamics
file con accesso da definire2022 Bertaglia, Giulia
Uncertainty quantification methods for PDEs with applications to biomathematics
file con accesso da definire2022 Bertaglia, Giulia
Physics-Informed Neural Networks for multiscale hyperbolic systems: Application to epidemic dynamics
file con accesso da definire2022 Bertaglia, Giulia
Consistent treatment of boundary conditions for blood flow modeling in networks of viscoelastic vessels
file con accesso da definire2022 Piccioli, Francesco; Bertaglia, Giulia; Valiani, Alessandro; Caleffi, Valerio
Kinetic Modelling of Epidemic Dynamics: Social Contacts, Control with Uncertain Data, and Multiscale Spatial Dynamics
2022 Albi, Giacomo; Bertaglia, Giulia; Boscheri, Walter; Dimarco, Giacomo; Pareschi, Lorenzo; Toscani, Giuseppe; Zanella, Mattia
The value of viscoelasticity in computational hemodynamics: Uncertainty quantification and comparison with in-vivo data
2022 Bertaglia, Giulia; Caleffi, Valerio; Pareschi, Lorenzo; Valiani, Alessandro
Asymptotic-Preserving Neural Networks for Multiscale Hyperbolic Models of Epidemic Spread
2022 Bertaglia, Giulia; Lu, Chuan; Pareschi, Lorenzo; Zhu, Xueyu
Bi-fidelity stochastic collocation methods for epidemic transport models with uncertainties
2022 Bertaglia, Giulia; Liu, Liu; Pareschi, Lorenzo; Zhu, Xueyu
Modeling blood flow in networks of viscoelastic vessels with the 1-D augmented fluid–structure interaction system
2022 Piccioli, Francesco; Bertaglia, Giulia; Valiani, Alessandro; Caleffi, Valerio
Multiscale kinetic transport models for the spread of epidemics with uncertain data
file con accesso da definire2022 Bertaglia, Giulia
A multiscale constitutive framework of computational blood flow modeling
file con accesso da definire2023 Bertaglia, Giulia; Pareschi, Lorenzo
Solving inverse and forward problems of multiscale epidemic spread with neural networks
file con accesso da definire2023 Bertaglia, Giulia
Multiscale Constitutive Framework of Blood Flow: Modeling and Numerics
file con accesso da definire2023 Bertaglia, Giulia; Pareschi, Lorenzo
A bi-fidelity collocation approach for kinetic epidemic models with random inputs
file con accesso da definire2023 Bertaglia, Giulia; Liu, Liu; Pareschi, Lorenzo; Zhu, Xueyu
Computational blood flow modeling: A multiscale constitutive framework
file con accesso da definire2023 Bertaglia, Giulia; Pareschi, Lorenzo
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