An X-ray instrument at Berkeley Lab’s Advanced Light Source contributed to a battery study that used an innovative approach to machine learning to speed up the learning curve about a process that shortens the life of fast-charging lithium batteries. https://newscenter.lbl.gov/2021/04/02/xray-machine-learning-battery/