Chemical-reference-guided sequence learning for repeated-pulse laser-induced breakdown spectroscopy of rusted alloy steels

Chemical-reference-guided learning of repeated-pulse LIBS sequences enables ordered state decoding, contextual grade recognition and certificate-consistency assessment in rusted alloy steels.