Abstract Thermal spraying processes include complex nonlinear interdependencies among process parameters, in-flight particle properties and coating structure. Therefore, employing computer-aided methods is essential to quantify these relationships subsequently enhance the reproducibility. Typically, classic modeling approaches are pursued understand interactions. While able capture very systems...