DFT calculations model reactions at the atomic scale; the resulting calculated reaction parameters (e.g., thermodynamic driving force, activation energy) can be mapped to macroscopic catalyst performance through microkinetic modeling techniques. The overall aim of the modeling is to rapidly simulate which materials (i.e., chemical compositions, surface structures) facilitate the desired surface reactions while avoiding any unintended side reactions. Materials with promising performance in the simulations are prioritized for experimental investigation.