A team of researchers from MIT and Stanford have developed a machine learning method that could accelerate research and development of new battery designs and reduce production costs, among other applications. The machine learning model was trained with a few hundred million data points of batteries charging & discharging. The algorithm predicted battery life expectancy and has other applications for fast charging and validating new types of batteries.