Predictive analysis of poroelastic materials typically require expensive and time-consuming
multiscale and multiphysics approaches, which demand either several simplifications or …

This contribution introduces and discusses a formulation of poro-hyperelasticity at finite
strains. The prediction of the time-dependent response of such media requires consideration …

Abdominal aortic aneurysm (AAA) can lead to high mortality rates and further complications
such as stroke or heart attack due to the risk of rupture and thrombosis. Wall mechanics play …

Mechanical modelling of poroelastic media under finite strain is usually carried out via
phenomenological models neglecting complex micro-macro scales interdependency. One …

We introduce a hybrid “Modified Genetic Algorithm-Multilevel Stochastic Gradient
Descent”(MGA-MSGD) training algorithm that considerably improves accuracy and …