To set up our simulation we started from the adsorption state of ethanol at the BAS. To begin our exploration, our input set comprises 37 descriptors, including interatomic distances among heavy atoms, such as C -O and C -C, but also with light atoms C -H and O -H, with minimal reliance on chemical intuition (see Methods and SI for details).