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March 3, 2026International Journal of Minerals Metallurgy and Materials1 citations

Viscosity prediction of refining slag based on machine learning with domain knowledge

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JCJianhua ChenYFYijie FengYZYixin Zhang

Key Points

  • The viscosity of refining slag can be effectively predicted using machine learning techniques—improving process efficiency in metallurgical operations.
  • The predictive model demonstrates a notable prediction accuracy of over 85% based on training datasets and domain knowledge.
  • Analysis incorporates several parameters related to slag composition and processing conditions for accurate viscosity estimates.
  • Enhanced models may lead to improved industrial applications, optimizing slag refinement processes for better material properties.
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Cite This Study

Chen et al. (2026) studied this question.

synapsesocial.com/papers/69a75ff3c6e9836116a2c531https://doi.org/10.1007/s12613-025-3189-4
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