Inferring the Turbulent Breakup of Colloidal Aggregates Using Graph Neural Networks

Michele Buzzicotti, Massimo Cencini, Giulio Cimini +2

Solid aggregates in turbulent suspensions may break under the action of shear stresses. We explore the use of Graph Neural Networks (GNN) to infer aggregate fragmentation once the…