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…