Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils

Gregory Duthé, Imad Abdallah, Eleni Chatzi

We introduce a Graph Transformer framework that serves as a general inverse physics engine on meshes, demonstrated through the challenging task of reconstructing aerodynamic flow f…