This seems like the development of an artificial chemical intuition[0][1] except since its a computer it can intuit concrete numbers much more comfortably than humans can. I do wonder how its accuracy compares to just running the DFT calculations.
[0]wavefunction.fieldofscience.com/2016/09/what-is-chemical-intuition.html