Flame spray pyrolysis (FSP) is a process used to synthesize nanoparticles through the combustion of an atomized precursor solution; this has applications in catalysts, battery materials, and pigments. Current limitations revolve around understanding how consistently achieve stable flame reliable production nanoparticles. Machine learning artificial intelligence algorithms that detect unstable c...