FAU Erlangen- Nurnberg
material model discovery, pattern recognition, lookup table, database, experimental validation
automated discovery, Constitutive models, generalized standard materials, interpretable models, sparse regression, inverse problems
generalized standard materials, input convex neural networks, thermodynamic consistency, internal variables, automatic differentiation
Anisotropy, Shear-normal coupling, Virtual fields method, Metamaterial design, Data-driven identification, Inverse problems