Compressible Flow Simulations Using
an AI-CFD Technique Based on PINNs

Motivation:  Is PINN as accurate as conventional CFD in compressible flows where shock waves occur?

• PINN derives results by training a neural network to satisfy the governing equations and boundary conditions applied to the domain of interest.