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Comparison of data-driven models of hyperelasticity

Benchmarking three recent methods in data-driven constitutive modeling of soft biological materials; Constitutive Artificial Neural Networks [github | paper], Input Convex Neural Networks [paper 1 | paper 2 | paper 3] and Neural ODEs [github | paper].

Tissue expansion using the NN based hyperelastic material model

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Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets

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