A team led by Shiwei Zhang at the Flatiron Institute and the College of William & Mary recently used the Summit supercomputer at the Oak Ridge Leadership Computing Facility to simulate transition metal systems--such as copper bound to molecules of nitrogen, dihydrogen, or water--and correctly predicted the amount of energy required to break apart dozens of molecular systems, paving the way for a greater understanding of these materials.