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constitutive modeling 1full-field data 1hyperelasticity 1material identification 1neural networks 1unsupervised learning 1

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q-bio.TO2026

Unsupervised full-field Bayesian inference of orthotropic hyperelasticity from a single biaxial test: a myocardial case study

Rogier P. Krijnen, Akshay Joshi, Siddhant Kumar +1

Cardiac muscle tissue exhibits highly non-linear hyperelastic and orthotropic material behavior during passive deformation. Traditional constitutive identification protocols theref…