engSociété de BiomécaniqueMultidisciplinary Biomechanics Journal3076-11582025-10-2450th congress of the Société...Fluid and biological flows10.46298/mbj.1617616176journal articlePhysics-Informed Deep Learning Surrogates for Aneurysm Blood Flow SimulationOscar L. Cruz-González0Valérie DeplanoBadih GhattasInstitut de Recherche sur les Phénomènes Hors Equilibrehttp://mbj.episciences.org/16176/pdfPhysics-Informed Neural Networks (PINNs)Deep Operator Networks (DeepONets)Abdominal Aortic Aneurysm (AAA)Computational Fluid Dynamics (CFD)Surrogate Modeling[PHYS.MECA.BIOM]Physics [physics]/Mechanics [physics]/Biomechanics [physics.med-ph]