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Formula Graph Self‐Attention Network for Representation‐Domain Independent Materials Discovery
The success of machine learning (ML) in materials property prediction depends heavily on how the materials are represented for learning. Two dominant families of material descriptors exist, one that encodes crystal structure in the representation and the other that only uses stoichiometric informati...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
John Wiley and Sons Inc.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9218748/ https://www.ncbi.nlm.nih.gov/pubmed/35475548 http://dx.doi.org/10.1002/advs.202200164 |