2 papers
cs.CE2024
Towards a Real-Time Simulation of Elastoplastic Deformation Using Multi-Task Neural Networks
Ruben Schmeitz, Joris Remmers, Olga Mula +1
This study introduces a surrogate modeling framework merging proper orthogonal decomposition, long short-term memory networks, and multi-task learning, to accurately predict elasto…
physics.med-ph2024
Echocardiogram-based ventricular isogeometric cardiac analysis using multi-patch fitted NURBS
Robin Willems, Lex Verberne, Clemens V. Verhoosel +1
Monitoring the cardiac function often relies on non-invasive vital measurements, electrocardiograms, and low-resolution echocardiograms. The monitoring data can be augmented with n…