A Gaussian Process State Space Formulation for Materials Constitutive Modeling: Application to Quasi-brittle Materials

Constitutive models for history-dependent, path-dependent materials typically encode this dependence in prescribed functional forms through internal variables such as damage or plastic strain that are phenomenological, model-dependent, and not directly observable. These rigid forms lack flexibility