Spatiotemporal prediction of microstructure evolution with predictive recurrent neural network

Prediction of microstructure evolution during material processing is essential to control the material properties. Simulation tools for microstructure evolution prediction based on physical concepts a

DataCite Commons2026-03-12 更新00

Joint prediction framework on microstructure evolution

in file code.zip, there is the code of the joint prediction framework. in grain growth.zip, there are training, validation and testing dataset of grain growth phase field model used for prediction.

Mendeley Data00

Bearing Steel Microstructure Prediction Dataset

Carbide Banding & Interface Stability

kaggle2025-07-03 更新70

Spatiotemporal prediction of microstructure evolution with predictive recurre...