Researchers have written an algorithm that reverses aging in rechargeable lead-acid batteries, a breakthrough that will let them keep their all-electric train chugging along longer.

“To be able to rejuvenate anything is pretty remarkable,” Christopher Rahn, a mechanical engineer at Pennsylvania State University, told NBC News. “I mean, how many times in life do you actually reverse aging?”