Quantum mechanical molecular 'fingerprints' solve machine learning mystery

There is more than one way to describe a water molecule, especially when communicating with a machine learning (ML) model, says chemist Robert DiStasio. You can feed the algorithm the molecule's structural information: two hydrogen atoms flanking an oxygen atom with the bonds a certain length and a certain bond angle.