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Prediction of viscosity behavior in oxide glass materials using cation fingerprints with artificial neural networks

We propose a novel descriptor of materials, named ‘cation fingerprints’, based on the chemical formula or concentrations of raw materials and their respective properties. To test its performance, this method was used to predict the viscosity of glass materials using the experimental database INTERGL...

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Podrobná bibliografie
Vydáno v:Sci Technol Adv Mater
Hlavní autoři: Hwang, Jaekyun, Tanaka, Yuta, Ishino, Seiichiro, Watanabe, Satoshi
Médium: Artigo
Jazyk:Inglês
Vydáno: Taylor & Francis 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7476533/
https://ncbi.nlm.nih.gov/pubmed/32939174
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/14686996.2020.1786856
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