CKANs learn symbolic strain-energy formulas for hyperelastic materials from stress-strain data and generalize to untested deformation modes and material variants.
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Constitutive Kolmogorov-Arnold Networks (CKANs): Combining Accuracy and Interpretability in Data-Driven Material Modeling
CKANs learn symbolic strain-energy formulas for hyperelastic materials from stress-strain data and generalize to untested deformation modes and material variants.