Michail Athanasiou

On the Performance of Physics-Informed Neural Networks for Hemodynamic Predictions in Parameterized Vascular Stenoses

Accurate hemodynamic assessment is essential for characterizing vascular function and pathology. While computational fluid dynamics (CFD) provides the means to simulate blood flow, each anatomical variation requires its own dedicated simulation, which in turn demands substantial computational resources and domain exper...