fracture mechanics

Neural stress fields for reduced-order elastoplasticity and fracture

We propose neural stress fields, a method for reduced-order modeling of elastoplastic materials and fracture mechanics. By representing stress fields using neural networks, we enable efficient simulation of complex material behaviors including …