Catalytic activity prediction

Catalytic activity prediction is a crucial task in the medical field, aiming to replace specific reactions with numerical classification systems (EC numbers) of enzymatic reactions. This approach leverages the implicit knowledge within pre-trained language models to enhance the model's ability to predict the reactions themselves, rather than just predicting EC numbers. This method can help improve the accuracy and efficiency of drug design, biosynthetic pathway optimization, and disease mechanism research.