N. P. Gauthier

Machine learning prediction of enzyme optimum pH

This study develops and evaluates machine learning models to predict enzyme optimum pH, finding that language model embeddings significantly improve prediction accuracy, leading to the release of the EpHod model.

Protein structure from experimental evolution

This study uses laboratory evolution to infer protein structures by analyzing residue interactions from evolved sequences.