Deep learning prediction of stress fields in additively manufactured metals with intricate defect networks

Multi-input convolutional network for ultrafast simulation of field evolvement

“…However, most of the related research 19 , 21 , 22 , 23 , 24 , 25 , 26 , 27 just adopted the CV task-oriented ConvNets, especially those with a typical encoder-decoder architecture. Obviously, such an encoder-decoder model, originally used for semantic segmentation, is inadequate when it comes to modeling field evolvements.…”