Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements

Research article (Nature Communications, 2022) · cited 392× · AI/ML
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Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements

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Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements. Retrieved May 24, 2026, from https://4ort.xyz/entity/towards-universal-neural-network-potential-for-material-discovery-applicable-to-arbitrary-combination-of-45-elements
MLA “Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/towards-universal-neural-network-potential-for-material-discovery-applicable-to-arbitrary-combination-of-45-elements.
BibTeX @misc{4ortxyz_towards-universal-neural-network-potential-for-material-discovery-applicable-to-arbitrary-combination-of-45-elements_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements}}, year = {2026}, url = {https://4ort.xyz/entity/towards-universal-neural-network-potential-for-material-discovery-applicable-to-arbitrary-combination-of-45-elements}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements — https://4ort.xyz/entity/towards-universal-neural-network-potential-for-material-discovery-applicable-to-arbitrary-combination-of-45-elements (retrieved 2026-05-24)

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