Data driven Isotropics 2 Anisotropy 1 Automated discovery 1 Channel flow 1 Constitutive law 1 Constitutive models 1 Data-driven constitutive model 1 Data-driven constitutive models 1 Direct numerical simulations datum 1 Elasticity 1 Feedforward neural networks 1 Finite strain 1 Fourier series 1 Gaussian process regression 1 Hardening 1 Hardening laws 1 Hyper-elasticity 1 Hyperelasticity 1 Kinematic hardening 1 Kinematics 1 Large eddy simulation 1 Large-eddy simulations 1 Law of the wall 1 Machine learning 1 Material laws 1 Neural networks 1 Physic-informed machine learning 1 Physics-informed machine learning 1 Plasticity 1