The Crack-Net framework. (IMAGE)
Caption
(a) An illustrative map for Crack-Net, including the initial features, looping solver for data generation, model training, and prediction performance. (b) The Crack-Net architecture, which utilizes the composite design, fracture phase field, strain, and stress in the current step to predict the transformed increment of the fracture phase field and stress in the next step, which are coupled by the same latent vector. Here, E is modulus and S is strength.
Credit
Hao Xu, Wei Fan, Lecheng Ruan, Rundong Shi, Ambrose C. Taylor, Dongxiao Zhang
Usage Restrictions
Credit must be given to the creator. Only noncommercial uses of the work are permitted. No derivatives or adaptations of the work are permitted.
License
CC BY-NC-ND