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hydrometallurgy

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il00 / SiO2_extraction

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This repository contains machine learning models for predicting the degree of SiO2 extraction from iron ore tailings using aqueous solution of ammonium bifluoride (NH4HF2). The prediction models take into account three key parameters: temperature, reaction time, and NH4HF2 concentration.

data-science machine-learning tensorflow scikit-learn python3 mining neural-networks matplotlib silica materials-science sio2 regression-analysis random-forest-regression process-optimization hydrometallurgy iron-ore-tailings ammonium-bifluoride
  • Updated Feb 25, 2026
  • Python

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