Search Results for author: Lusann Yang

Found 2 papers, 1 papers with code

Dataset of Random Relaxations for Crystal Structure Search of Li-Si System

no code implementations5 Dec 2020 Gowoon Cheon, Lusann Yang, Kevin McCloskey, Evan J. Reed, Ekin D. Cubuk

We illustrate the usage of the dataset by training graph neural networks to predict structural relaxations from randomly generated structures.

Data Augmentation Domain Generalization

Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds

3 code implementations22 Feb 2018 Nathaniel Thomas, Tess Smidt, Steven Kearnes, Lusann Yang, Li Li, Kai Kohlhoff, Patrick Riley

We introduce tensor field neural networks, which are locally equivariant to 3D rotations, translations, and permutations of points at every layer.

Data Augmentation Translation

Cannot find the paper you are looking for? You can Submit a new open access paper.