The regression mentioned in the press release was only used to predict one property (the Curie temperature) of the materials based on experimental data for similar materials.
It's still a really impressive piece of work, just nothing to do with AI.
The paper is open access, so you can read the full text here: http://advances.sciencemag.org/content/3/4/e1602241.full