High-intensity rare earth roll assemblies for purifying dry minerals by removing weakly magnetic impurities. Applied in ceramics production, glass manufacturing, and rare earth processing. Engineers specify adjustable feed rates and roll configurations for fine particle separation in B2B supply chains.