This file is automatically generated. It contains the descriptions of each uploaded file as provided by the user.

  • Spatiotemporal Prediction of Microstructure Evolution with Predictive Recurrent Neural Network.zip: The Zip file contains the training and validation microstructure sequences, bash script for PredRNN (https://github.com/thuml/predrnn-pytorch) training, trained hyper-parameters,and the prediction of the trained model after 80000 iterations for 10 testing sequences. After downloading the PredRNN, the "train.npz" and "valid.npz" can be used for training the PredRNN by running the "predrnn_microstructure_evolution_train.sh" file for results reproduction.