Concepedia

Predicting the Viscosity of CaF2-Based Slag and Reverse Design of Electroslag Systems Using Explainable Machine Learning

Xi Chen, Yanwu Dong, Zhouhua Jiang, Yuxiao Liu

Metallurgical and Materials Transactions B · 2025 · 10 citations · 40 references

DOI

Concepts

References

40

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

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Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

C. J. Willmott, Kenji Matsuura · Climate Research · 2005 · 6.1K citations · Full text

, , +15

FactSage thermochemical software and databases, 2010–2016

C. W. Bale, Ève Bélisle, Patrice Chartrand et al. · Calphad · 2016 · 2K citations · Full text

, , +17

Viscosities of ironmaking and steelmaking slags

K. C. Mills, S. Sridhar · Ironmaking & Steelmaking Processes Products and Applications · 1999 · 330 citations

, , +12