Predicting viscosity of multiple slag system using BO-CatBoost and SHapley Additive exPlanations analysis
- 11 September 2025
- journal article
- research article
- Published by Springer Nature in Journal of Iron and Steel Research International
- Vol. 32 (12) , 4229-4239
Abstract
No abstract availableKeywords
Funding Information
- National Natural Science Foundation of China (52374321)
- National Key Research and Development Program of China (2024YFB3713602)
- Youth Science and Technology Innovation Fund of Jianlong Group-University of Science and Technology Beijing (20231235)
This publication has 30 references indexed in Scilit:
- Predicting the Viscosity of CaF2-Based Slag and Reverse Design of Electroslag Systems Using Explainable Machine LearningMetallurgical and Materials Transactions B, 2025
- Prediction of Titanium Content of Nickel–Iron-Base Alloy in Electroslag Remelting Based on Machine Learning and SHapley Additive ExPlanationsMetallurgical and Materials Transactions B, 2025
- Predicting the Alloying Element Yield in Ladle Furnace Using Stacking Ensemble Learning and SHapley Additive exPlanations AnalysisSteel Research International, 2025
- Rapid Prediction of the Viscosity of Mold Flux by Ensemble Tree ModelsMetallurgical and Materials Transactions B, 2024
- Explainable machine learning model for predicting molten steel temperature in the LF refining processInternational Journal of Minerals, Metallurgy and Materials, 2024
- Impact of Mo/Ni alloying on microstructural modulation and low-temperature toughness of high-strength low-alloy steelJournal of Iron and Steel Research International, 2023
- Predicting Temperature of Molten Steel in LF-Refining Process Using IF–ZCA–DNN ModelMetallurgical and Materials Transactions B, 2023
- Effects of MgO/Al2O3 Ratio and Basicity on the Viscosities of CaO-MgO-SiO2-Al2O3 Slags: Experiments and ModelingMetallurgical and Materials Transactions B, 2015
- A Structurally Based Viscosity Model for Oxide MeltsMetallurgical and Materials Transactions B, 2013
- The Effect of Calcium Fluoride on Slag ViscosityMetallurgical and Materials Transactions B, 2011