no code implementations • 1 Apr 2022 • Mehmet F. Demirel, Enrico Au-Yeung
Clustering can be defined as the process of assembling objects into a number of groups whose elements are similar to each other in some manner.
1 code implementation • 6 Oct 2021 • Mehmet F. Demirel, Shengchao Liu, Siddhant Garg, Zhenmei Shi, YIngyu Liang
Our experiments demonstrate the strong performance of AWARE in graph-level prediction tasks in the standard setting in the domains of molecular property prediction and social networks.
1 code implementation • 12 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