ESR 8: Biological Membrane Cutting and Tearing Simulation within Clinical Time Scales with Application to Cataract Surgery
Early Stage Researcher: Saurabh Deshpande
Host institution: University of Luxembourg (UL, LU)
Supervisor: Prof. Stéphane Bordas, UL
Clinical expertise co-supervisor: Prof. David Gaucher, Centre Hospitalier Universitaire de Strasbourg
Further institution involved: InSimo (FR)
Fast solvers for cutting and tearing with controlled accuracy and robustness within clinical timescales for biomedical applications are still a significant challenge. This makes it difficult to provide integrated design and planning environments for surgical operations. We will develop the first mesh-adaptive framework for cutting hyperelastic biological membranes with real-time mesh adaptation relying on goal oriented error control. We will apply the new framework to a specific approach to cataract surgery where pre-cuts propagate under applied forces. We will control the discretisation error using crack-driving-force-oriented error estimation using the dual weighted residual approach. The geometry will be discretised using NURBS in collaboration with ESR12, which will contribute to facilitating the automatic creation of simulation models for eye surgery.
A goal-oriented discretisation adaptive software pipeline for interactive cutting soft biological membranes
Planned research stays
- UL (5 months): Develop the fracture model, model order reduction and goal-oriented error estimation.
- InSimo (4 months): Training in real-time data assimilation for deforming solids in 2D (setting up experiments and gathering live data from cameras), and training in in coding in SOFA and real-time simulations
- UL (6 months): finalise results and write papers
- InSimo (4 months): Continue work from 1st secondment, but in 3D with 3D correlation and stereo-cameras, implementing within SOFA for real-time performance
- UL (17 months): finalize work and write thesis