Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity

Research article (Science Advances, 2023) · cited 67× · AI/ML
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Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity

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Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity. Retrieved May 24, 2026, from https://4ort.xyz/entity/examining-graph-neural-networks-for-crystal-structures-limitations-and-opportunities-for-capturing-periodicity
MLA “Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/examining-graph-neural-networks-for-crystal-structures-limitations-and-opportunities-for-capturing-periodicity.
BibTeX @misc{4ortxyz_examining-graph-neural-networks-for-crystal-structures-limitations-and-opportunities-for-capturing-periodicity_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity}}, year = {2026}, url = {https://4ort.xyz/entity/examining-graph-neural-networks-for-crystal-structures-limitations-and-opportunities-for-capturing-periodicity}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity — https://4ort.xyz/entity/examining-graph-neural-networks-for-crystal-structures-limitations-and-opportunities-for-capturing-periodicity (retrieved 2026-05-24)

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