Connectivity optimized nested line graph networks for crystal buildings

Connectivity optimized nested line graph networks for crystal buildings

Digital Discovery, 2024, Advance Article
DOI: 10.1039/D4DD00018H, Paper
Open Access
&nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Licence.
Robin Ruff, Patrick Reiser, Jan Stühmer, Pascal Friederich
Graph neural networks (GNNs) have been applied to a large variety of applications in materials science and chemistry. We report a nested line-graph neural network achieving state-of-the-art performance in multiple benchmarks.
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