Inference in cardiac mechanics
Dirk Husmeier (University of Glasgow)
Wednesday 1st February, 2023 14:00-15:00 CTT BOYD ORR:709AB
Abstract
I will be giving a brief overview of the work on inference in cardiac mechanics at SofTMech, including the following topics:
- Simulation versus emulation of cardiac mechanics
- Forward versus inverse uncertainty quantification
- Structural versus practical identifiability
- Dimension reduction of the left ventricle representation
- Integration of physiological prior knowledge based on ex-vivo data
- Graph neural networks and message passing on graphs: a competitive alternative to the finite element method?
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