3 papers
cs.LG2026
Shape-informed cardiac mechanics surrogates in data-scarce regimes via geometric encoding and generative augmentation
Davide Carrara, Marc Hirschvogel, Francesca Bonizzoni +3
High-fidelity computational models of cardiac mechanics provide mechanistic insight into the heart function but are computationally prohibitive for routine clinical use. Surrogate…
physics.med-ph2025
In Silico Evaluation of Cardiac Tissue-Engineered Patch Interventions
John Patrick Sayut, Javiera Jilberto, Mia Bonini +3
Myocardial infarction significantly degrades heart function, and current treatments can bring forth serious cost and complications including blood clots and infections. To improve…
physics.flu-dyn2024
Effective Block Preconditioners for Fluid Dynamics Coupled to Reduced Models of a Non-Local Nature
Marc Hirschvogel, Mia Bonini, Maximilian Balmus +1
Modeling cardiovascular blood flow is central to many applications in biomedical engineering. To accommodate the complexity of the cardiovascular system, in terms of boundary condi…