To put our reported computational runtimes in perspective, the hardware specifications for the compute nodes on which we ran our (serial) simulations are listed in Tab. 1. We assigned each simulation to a random core based on its availability. Though the high-and low-fidelity simulations for a given COF are not guaranteed to run on the same core, the specifications of each core are similar for a reasonable comparison of runtimes.