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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...

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Detalles Bibliográficos
Autores principales: Pruksawan, Sirawit, Lambard, Guillaume, Samitsu, Sadaki, Sodeyama, Keitaro, Naito, Masanobu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
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