Can machine learning accelerate soft material parameter identification from complex mechanical test data?
Published in Biomechanics and Modeling in Mechanobiology, 2022
Cite: Kakaletsis S, Lejeune E, Rausch MK. Can machine learning accelerate soft material parameter identification from complex mechanical test data? Biomechanics and Modeling in Mechanobiology, 2022. https://doi.org/10.1007/s10237-022-01631-z
Pipeline to accelerate material parameter identification for soft tissues. As examples, we use our previous work on characterization of blood clot and right ventricular myocardium. We have made all datasets (synthetic and experimental) publicly available here.
