1 citations · 1 across the 4 of their papers we have counts for
4 papers
Internal Waves Control Bulk Flow in Silos
David Luce, Adrien Gans, Nicolas Vandewalle +1
We experimentally measure paticle acceleration within the bulk during the discharge of a granular silo. We highlight the existence of a deceleration wave emerging at the outlet lev…
Rheological Parameter Identification in Granular Materials Using Physics-Informed Neural Networks
Barbara Baldoni, Mickaël Delcey, Yoann Cheny +3
Physics-Informed Neural Networks (PINNs) have recently emerged as a promising tool for fluid dynamics, particularly for flow reconstruction and parameter identification. In the con…
Structural Order Drives Diffusion in a Granular Packing
David Luce, Adrien Gans, Sébastien Kiesgen de Richter +1
We investigate how structural ordering, i.e. crystallization, affects the flow of bidisperse granular materials in a quasi-two-dimensional silo. By systematically varying the mass…
Identification of Settling Velocity with Physics Informed Neural Networks For Sediment Laden Flows
Mickaël Delcey, Yoann Cheny, Jean-Baptiste Keck +2
Physics-Informed Neural Networks (PINNs) have shown great potential in the context of fluid dynamics simulations, particularly in reconstructing flow fields and identifying key par…