Applying machine learning to boost the development of high-performance membrane electrode assembly for proton exchange membrane fuel cells

A comprehensive machine learning workflow consisting of feature selection, decision modeling, regression modeling, and extremum optimization was set up to give predictions based on big-data, bringing revolutionary changes to labor-intensive fields.