Search Results for author: Jia-Mian Hu

Found 1 papers, 1 papers with code

Graph Neural Networks for an Accurate and Interpretable Prediction of the Properties of Polycrystalline Materials

1 code implementation12 Oct 2020 Minyi Dai, Mehmet F. Demirel, YIngyu Liang, Jia-Mian Hu

Various machine learning models have been used to predict the properties of polycrystalline materials, but none of them directly consider the physical interactions among neighboring grains despite such microscopic interactions critically determining macroscopic material properties.

Materials Science

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