NIEHS Superfund Research Program (SRP)-funded researchers demonstrated a significant step toward identifying individual chemical components in complex mixtures. Their approach uses advanced analytical techniques and sophisticated machine learning approaches while overcoming the time-consuming separation steps that preceded traditional chemical analysis.