Parameter identification for a damage model using a physics informed neural network

Carlos J. G. Rojas, Marco L. Bitterncourt, José L. Boldrini

This work applies concepts of artificial neural networks to identify the parameters of a mathematical model based on phase fields for damage and fracture. Damage mechanics is the p…