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Einstein–Roscoe regression for the slag viscosity prediction problem in steelmaking

In classical machine learning, regressors are trained without attempting to gain insight into the mechanism connecting inputs and outputs. Natural sciences, however, are interested in finding a robust interpretable function for the target phenomenon, that can return predictions even outside of the t...

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Detalles Bibliográficos
Autores principales: Saigo, Hiroto, KC, Dukka B., Saito, Noritaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023577/
https://www.ncbi.nlm.nih.gov/pubmed/35449168
http://dx.doi.org/10.1038/s41598-022-10278-w