Cold atmospheric plasmas (CAPs) are increasingly used for treatment of complex surfaces in biomedical and biomaterials processing applications. However, the multivariable, distributed-parameter, nonlinear nature CAP dynamics plasma–surface interactions, coupled with sensitivity to exogenous disturbances, make their safe, reproducible effective operation challenging. This paper adopts a data-dri...