Aug 2026
Physics-informed feature decomposition in residual dense block neural networks for incompressible viscous flow
Novel physics-informed feature decomposition in residual dense block neural networks (PI-RDB-NN), which embeds physical constraints directly into the network architecture rather than relying solely on soft constraints, improves aerodynamic force predictions and CFD agreement.
Sarmad Iftikhar, Ishfaq Ahmad, Diltaj Ali et al.
· The Physics of Fluids · 0 citations