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Can Machine Learning Predict the Phase Behavior of Surfactants?
[Image: see text] We explore the prediction of surfactant phase behavior using state-of-the-art machine learning methods, using a data set for twenty-three nonionic surfactants. Most machine learning classifiers we tested are capable of filling in missing data in a partially complete data set. Howev...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
American Chemical Society
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150369/ https://www.ncbi.nlm.nih.gov/pubmed/37043304 http://dx.doi.org/10.1021/acs.jpcb.2c08232 |