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Phase-field simulation of crack growth in cortical bone microstructure: parameter identification and comparison
Jenny Carlsson1, Olivia Karlsson2, Hanna Isaksson2
1Department of Biomedical Engineering, Lund University, Box 118, 221 00, Lund, Sweden. jenny.carlsson@bme.lth.se.
Biomechanics and Modeling in Mechanobiology
|March 2, 2025
Summary
Phase-field models show promise for simulating cortical bone fracture, but require experimental data for accurate material parameters. While predicting peak load and crack paths, these models struggle with gradual damage evolution in bone.
Area of Science:
- Biomechanics
- Materials Science
- Computational Modeling
Background:
- Cortical bone's fracture resistance is influenced by its microstructure.
- Phase-field models are emerging tools for simulating bone fracture.
- Experimental validation and material parameters for microstructural tissues are currently lacking for these models.
Purpose of the Study:
- To calibrate material parameters for a 2D phase-field finite element model of bovine osteonal bone microstructure.
- To validate classical phase-field methods for simulating cortical bone fracture.
- To assess the predictive performance of phase-field models against experimental data.
Main Methods:
- A design-of-experiments methodology was used to calibrate material parameters.
- Simulations were compared to single-edge notched bending experiments on bovine bone.
- Crack paths were analyzed through imaging post-experimentation.
Main Results:
- Reasonable agreement was found between model predictions and experimental data for peak load, crack initiation toughness, and crack path.
- The model successfully predicted crack initiation and propagation in specific geometries.
- Classical phase-field models failed to capture the nonlinear force response and increasing toughness observed experimentally before visible crack extension.
Conclusions:
- This study provides the first validation of classical phase-field methods for cortical bone fracture simulation.
- While promising, current phase-field models have limitations in representing the gradual damage evolution and nonlinear behavior of bone.
- Future work should explore alternative formulations to overcome these limitations and improve predictive accuracy for bone fracture.
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