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20192026
most citedHyperbolic models for the spread of epidemics on networks: kinetic description and numerical methods

61 citations · 416 across the 21 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

math.NA2022★ 5 cited

Asymptotic-Preserving Neural Networks for hyperbolic systems with diffusive scaling

Giulia Bertaglia

With the rapid advance of Machine Learning techniques and the deep increase of availability of scientific data, data-driven approaches have started to become progressively popular…

math.NA2022★ 24 cited

Asymptotic-Preserving Neural Networks for multiscale hyperbolic models of epidemic spread

Giulia Bertaglia, Chuan Lu, Lorenzo Pareschi +1

When investigating epidemic dynamics through differential models, the parameters needed to understand the phenomenon and to simulate forecast scenarios require a delicate calibrati…