Inferring parameters and reconstruction of two-dimensional turbulent flows with physics-informed neural networks

Vladimir Parfenyev, Mark Blumenau, Ilia Nikitin

Obtaining system parameters and reconstructing the full flow state from limited velocity observations using conventional fluid dynamics solvers can be prohibitively expensive. Here…