Phase-field boundary conditions for the voxel finite cell method: Surface-free stress analysis of CT-based bone structures.
Lam NguyenStein StoterThomas BaumJan Stefan KirschkeMartin RuessZohar YosibashDominik SchillingerPublished in: International journal for numerical methods in biomedical engineering (2017)
The voxel finite cell method uses unfitted finite element meshes and voxel quadrature rules to seamlessly transfer computed tomography data into patient-specific bone discretizations. The method, however, still requires the explicit parametrization of boundary surfaces to impose traction and displacement boundary conditions, which constitutes a potential roadblock to automation. We explore a phase-field-based formulation for imposing traction and displacement constraints in a diffuse sense. Its essential component is a diffuse geometry model generated from metastable phase-field solutions of the Allen-Cahn problem that assumes the imaging data as initial condition. Phase-field approximations of the boundary and its gradient are then used to transfer all boundary terms in the variational formulation into volumetric terms. We show that in the context of the voxel finite cell method, diffuse boundary conditions achieve the same accuracy as boundary conditions defined over explicit sharp surfaces, if the inherent length scales, ie, the interface width of the phase field, the voxel spacing, and the mesh size, are properly related. We demonstrate the flexibility of the new method by analyzing stresses in a human femur and a vertebral body.
Keyphrases
- computed tomography
- bone mineral density
- single cell
- cell therapy
- high resolution
- low grade
- drug delivery
- endothelial cells
- positron emission tomography
- finite element
- electronic health record
- magnetic resonance imaging
- escherichia coli
- big data
- stem cells
- high grade
- magnetic resonance
- image quality
- body composition
- mass spectrometry
- mesenchymal stem cells
- cystic fibrosis
- climate change
- risk assessment
- human health
- heat stress
- pseudomonas aeruginosa