Magnet machining produces swarf containing rare-earth elements but also oils, oxides and other contaminants. In laboratory experiments, the researchers treated this waste with hydrogen plasma, causing it to melt and separate into a metallic iron-rich fraction and a nonmetallic fraction rich in rare-earth oxides.

The treatment also produced rare-earth hydrides, showing that some rare-earth material was reduced beyond the oxide stage. The authors describe the process as a single-step, acid-free route that could lower emissions and reduce reliance on newly mined rare-earth materials, although industrial-scale performance remains to be tested.