Our goal is to efficiently search a database of COFs for the one with the largest methane deliverable capacity. . The deliverable capacity y then follows from the difference in the simulated methane adsorption at the two conditions. The function f is expensive to evaluate, as the run time of the molecular simulations is on the order of hours.