Jonathan D. Tyzack

The paper develops a computational pipeline to annotate functional tunnels in enzyme-ligand complexes and validates it using molecular systems, showing it matches molecular dynamics simulations in speed and accuracy.

EzMechanism automatically generates catalytic mechanism proposals for enzymes by applying biocatalytic rules, validated against 56 enzymes with known mechanisms.