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All Journal Journal La Multiapp
Al-Rada, Walaa A Abd
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Aerospace Engineering Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Engineering

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Automated Chemical Equation Balancing Using the Apriori Algorithm Mohialden, Yasmin Makki; Hussien, Nadia Mahmood; Al-Rada, Walaa A Abd
Journal La Multiapp Vol. 4 No. 3 (2023): Journal La Multiapp
Publisher : Newinera Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37899/journallamultiapp.v4i3.852

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-readable language. After that, it reconstructs balanced equations, automating a tedious task.
Co-Authors Hussien, Nadia Mahmood Mohialden, Yasmin Makki