Tag: physics-informed neural networks for fluid dynamics

Researchers built a physics-informed neural network surrogate that rapidly predicts heat and mass transfer in magnetized ternary nanofluid flow over ...

A physics-informed residual network reconstructed aneurysm blood-flow fields more accurately than standard machine-learning models, with its strongest gains appearing in ...