A mixed quantum chemistry/machine learning approach for the fast and accurate prediction of biochemical redox potentials and its large-scale application to 315,000 redox reactions
A. Jinich, B. Sanchez-Lengeling, H. Ren, R. Harman, A. Aspuru-Guzik
The paper develops a hybrid quantum chemistry/machine learning method to predict redox potentials and applies it to 315,000 reactions, outperforming group contribution methods with lower cost.
bioRxiv · Apr 13, 2019Biophysics