Sparse Regression for Discovery of Constitutive Models from Oscillatory Shear Measurements

Sachin Shanbhag, Gordon Erlebacher

We propose sparse regression as an alternative to neural networks for the discovery of parsimonious constitutive models (CMs) from oscillatory shear experiments. Symmetry and frame…