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Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data
Artificial intelligence (AI) and machine learning (ML) have been increasingly used in materials science to build predictive models and accelerate discovery. For selected properties, availability of large databases has also facilitated application of deep learning (DL) and transfer learning (TL). How...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8594437/ https://www.ncbi.nlm.nih.gov/pubmed/34782631 http://dx.doi.org/10.1038/s41467-021-26921-5 |