Sodium (Na) metal anodes offer high capacity and low cost, making them promising for high-energy-density batteries, but their unstable solid electrolyte interphase (SEI) leads to dendrite growth and ...

GEARS ABRADE, pistons crack, pumps clog. If engineers had their way, machines would have no moving parts at all. Alas, a sedentary lump of metal would be a paperweight, rather than a useful machine.

WEST LAFAYETTE, Ind. – Machine learning has been used widely in the chemical sciences for drug design and other processes. The models that are prospectively tested for new reaction outcomes and used ...

A machine-learning technique first developed for understanding language can accurately classify reactions according to type (Nat. Mach. Intell. 2021, DOI: 10.1038/s42256-020-00284-w). The model also ...