Multi-fidelity Bayesian optimization of covalent organic frameworks for xenon/krypton separations

Abstract

We employ multi-fidelity Bayesian optimization to search a large candidate set of covalent organic frameworks (COFs) for the one with the largest [simulated] equilibrium adsorptive selectivity for xenon (Xe) over krypton (Kr) at room temperature.