3 papers
cs.LG2025
Graph Deep Learning for Intracranial Aneurysm Blood Flow Simulation and Risk Assessment
Paul Garnier, Pablo Jeken-Rico, Vincent Lannelongue +11
Intracranial aneurysms remain a major cause of neurological morbidity and mortality worldwide, where rupture risk is tightly coupled to local hemodynamics particularly wall shear s…
physics.flu-dyn2023
Proposal for Numerical Benchmarking of Fluid-Structure Interaction in Cerebral Aneurysms
Aurèle Goetz, Pablo Jeken Rico, Yves Chau +3
Computational fluid dynamics is intensively used to deepen the understanding of aneurysm growth and rupture in the attempt to support physicians during therapy planning. Numerous s…
cond-mat.mtrl-sci2021
Addressing materials' microstructure diversity using transfer learning
Aurèle Goetz, Ali Riza Durmaz, Martin Müller +4
Materials' microstructures are signatures of their alloying composition and processing history. Therefore, microstructures exist in a wide variety. As materials become increasingly…