The researcher’s multi-pronged strategy uses local structural descriptors extracted from X-ray absorption spectra through machine learning to constrain the set of candidate active sites, then the corresponding reaction pathways are modeled and apparent activation energies from computations are compared to experimental measurements to further narrow down the dominant active sites. […]