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Prediction and optimization of epoxy adhesive strength from a small dataset through active learning
Machine learning is emerging as a powerful tool for the discovery of novel high-performance functional materials. However, experimental datasets in the polymer-science field are typically limited and they are expensive to build. Their size (< 100 samples) limits the development of chemical intuit...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Taylor & Francis
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6818118/ https://www.ncbi.nlm.nih.gov/pubmed/31692965 http://dx.doi.org/10.1080/14686996.2019.1673670 |