make it a formal presentation, add flow chaart or other things if necessary

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This research investigates the cement sector's CO₂ and energy impact while proposing LFS as a sustainable alternative. The study aims to evaluate variations in strength and durability with different LFS percentages, pinpoint optimal use, and develop predictive ML models. Materials include OPC, LFS, sand, with key industrial additives and water. The experimental methodology outlines processes from characterization to testing, while the ML approach utilizes RF and XGBoost with a detailed...