Unsupervised simulation of incompressible flows with physics- and equality- constrained artificial neural networks

Qifeng Hu, Inanc Senocak

Physics-informed neural networks (PINNs) have shown promise for solving partial differential equations, yet their success in simulating incompressible flows at high Reynolds number…