What Role Does Machine Learning Play in This Context?
Machine learning has emerged as a powerful tool in predicting reaction pathways. By training models on large datasets of known reactions, machine learning algorithms can predict the outcomes of new reactions with high accuracy. These models can also suggest optimal conditions and identify potential catalysts that could improve the efficiency of the reaction. Additionally, machine learning can help in identifying hidden patterns and correlations that may not be apparent through traditional methods.
