), and the CO 2 /N 2 Henry selectivity (S CO 2 /N 2 [-]), which find practical applications in carbon capture processes, energy storage, 4,5 semiconductors, 2,3 and adsorption-based separations. Once the model is trained to predict a given property value, the same architecture is used to optimise the linker of a MOF via deep molecular dreaming.