EZPro-Multi: Contrastive Learning-Enhanced Multi-property Prediction for Enzyme Engineering.

Abstract excerpt

Accurately predicting the functional attributes of enzyme mutants is crucial for accelerating enzyme engineering and optimizing biocatalytic systems. Most existing methods focus on enzyme information or a limited set of properties while overlooking key interactions between enzyme mutants and their substrates. To address this limitation, we propose EZPro-Multi, a unified deep learning framework for predicting...

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