Generalizing Deformation and Force Prediction Across Material Stiffness and Geometry using Soft Tissue Phantoms
Fast and Equivariant Graph Neural Network for predicting soft tissue deformation and forces of heterogeneous structures.
We use measured surface data of a silicone phantom and simulated data using finite element analysis.
For more information about this project, please contact Madina Kojanazarova.
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Madina Kojanazarova
Georg Rauter
Philippe C. Cattin
- Generalizing Deformation and Force Prediction Across Material Stiffness and Geometry using Soft Tissue Phantoms - (accepted 2026)
MIRACLE project by Werner Siemens Foundation