Giulia Bertaglia

University of Ferrara — Italy

Mathematics · Physical Sciences

12h-index445citations35works3.92yr avg
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Research Topics

COVID-19 epidemiological studies(12), Mathematical and Theoretical Epidemiology and Ecology Models(10), Computational Fluid Dynamics and Aerodynamics(5), Model Reduction and Neural Networks(5), Advanced Mathematical Modeling in Engineering(5)

Publications35 total

Multi-Order Monte Carlo IMEX hierarchies for uncertainty quantification in multiscale hyperbolic systems
arXiv (Cornell University)·2025Open Access
A PINN Approach for the Online Identification and Control of Unknown PDEs
Journal of Optimization Theory and Applications·2025· 4 citedOpen Access
Local Virtual Element Basis Functions for Space-Time Discontinuous Galerkin Schemes on Unstructured Voronoi Meshes
Communications in Computational Physics·2024· 2 citedOpen Access
A PINN approach for the online identification and control of unknown PDEs
arXiv (Cornell University)·2024Open Access
Gradient-Based Monte Carlo Methods for Relaxation Approximations of Hyperbolic Conservation Laws
Journal of Scientific Computing·2024· 1 citedOpen Access
New trends on the systems approach to modeling SARS-CoV-2 pandemics in a globally connected planet
Mathematical Models and Methods in Applied Sciences·2024· 16 citedOpen Access
Modelling contagious viral dynamics: a kinetic approach based on mutual utility
Mathematical Biosciences & Engineering·2024· 4 citedOpen Access
Modelling contagious viral dynamics: a kinetic approach based on mutual utility
arXiv (Cornell University)·2023Open Access
Multiscale Constitutive Framework of One-Dimensional Blood Flow Modeling: Asymptotic Limits and Numerical Methods
Multiscale Modeling and Simulation·2023· 2 citedOpen Access
Nonconforming Virtual Element basis functions for space-time Discontinuous Galerkin schemes on unstructured Voronoi meshes
arXiv (Cornell University)·2023Open Access
Gradient-based Monte Carlo methods for relaxation approximations of hyperbolic conservation laws
arXiv (Cornell University)·2023Open Access
Modeling essential hypertension with a closed‐loop mathematical model for the entire human circulation
International Journal for Numerical Methods in Biomedical Engineering·2023· 10 citedOpen Access
A new family of semi-implicit Finite Volume/Virtual Element methods for incompressible flows on unstructured meshes
Computer Methods in Applied Mechanics and Engineering·2023· 8 citedOpen Access
A new family of semi-implicit Finite Volume / Virtual Element methods for incompressible flows on unstructured meshes
arXiv (Cornell University)·2023· 2 citedOpen Access
Multiscale constitutive framework of 1D blood flow modeling: Asymptotic limits and numerical methods
arXiv (Cornell University)·2023Open Access
Asymptotic-Preserving Neural Networks for Hyperbolic Systems with Diffusive Scaling
SEMA SIMAI Springer series·2023· 3 cited
Asymptotic-Preserving Neural Networks for hyperbolic systems with diffusive scaling
arXiv (Cornell University)·2022Open Access
Asymptotic-Preserving Neural Networks for multiscale hyperbolic models of epidemic spread
Mathematical Models and Methods in Applied Sciences·2022· 18 citedOpen Access
Asymptotic-Preserving Neural Networks for multiscale hyperbolic models of epidemic spread
arXiv (Cornell University)·2022· 1 citedOpen Access
Modeling blood flow in networks of viscoelastic vessels with the 1-D augmented fluid–structure interaction system
Journal of Computational Physics·2022· 33 citedOpen Access
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Frequent Co-authors

Lorenzo Pareschi(19), Alessandro Valiani(7), Valerio Caleffi(7), Walter Boscheri(7), Giuseppe Toscani(5), Xueyu Zhu(4), Giacomo Dimarco(3), Giacomo Albi(2), Mattia Zanella(2), Chuan Lü(2), Andrea Chiozzi(2), Michele Giuliano Carlino(2), Alessandro Alla(2), Elisa Calzola(2), Russel E. Caflisch(2), Matteo Ioriatti(1), Michael Dumbser(1), Francesco Piccioli(1), Adrián Navas-Montilla(1), Manuel Ignacio Monge García(1)