Predicting Peak Stresses In Microstructured Materials Using Convolutional Encoder-Decoder Learning

Ankit Shrivastava, Jingxiao Liu, Kaushik Dayal +1

This work presents a machine learning approach to predict peak-stress clusters in heterogeneous polycrystalline materials. Prior work on using machine learning in the context of me…