Chemical elements make up pretty much everything in the physical world. As of 2016, we know of 118 elements, all of which can be found categorized in the famous periodic table that hangs in every chemistry lab and classroom.
Click here for original story, Machine learning cracks the oxidation states of crystal structures
Source: Phys.org