19 citations · 84 across the 13 of their papers we have counts for
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physics.comp-ph2022★ 19 cited
Towards learning Lattice Boltzmann collision operators
Alessandro Corbetta, Alessandro Gabbana, Vitaliy Gyrya +3
In this work we explore the possibility of learning from data collision operators for the Lattice Boltzmann Method using a deep learning approach. We compare a hierarchy of designs…
physics.soc-ph2022★ 18 cited
Fluctuations in pedestrian dynamics routing choices
Alessandro Gabbana, Federico Toschi, Philip Ross +2
Routing choices of walking pedestrians in geometrically complex environments are regulated by the interplay of a multitude of factors such as local crowding, (estimated) time to de…