Kirill Zinovjev

Machine learned potentials with electrostatic embedding accurately capture Kemp eliminase reactivity

Kemp elimination has become a benchmark for de novo enzyme design due to its simplicity and detailed mechanistic understanding but accurate barrier calculations are required to understand the difference in activity between designed Kemp eliminases. QM/MM MD simulations are capable of calculating reaction barriers, but...