Relative affinity prediction. In Stage 1a and Stage 2, we performed MD simulations on the 34 ligands of the free energy set, then computed end-point free energy approximates with MM-GBSA method, and submitted the results as relative binding free energy predictions. Knowing that MM-GBSA is not a rigorous method for reliable relative free energy calculations, we wanted to explore the predictive power of this approximation method.