Automated Chemical Equation Balancing Using the Apriori Algorithm
Yasmin Makki Mohialden,
Nadia Mahmood Hussien,
Walaa A Abd Al-Rada
Abstract:Chemical equations must be balanced to maintain mass conservation. Traditional chemists employed manual processes with meticulous investigation and trial-and-error iterations. Automating and enhancing this difficult process is becoming more popular as machine learning (ML) progresses. We provide a novel Apriori algorithm-based chemical equation balancing method in this paper. Our solution uses the Apriori algorithm to find common itemsets of balanced reactions and translates unbalanced equations into machine-r… Show more
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