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…