Effective mineral treatment heavily depends on the synergistic relationship between frothers and collectors. These chemical reagents play distinct yet essential roles in froth flotation. Collectors, typically organic compounds, selectively bind to target mineral particles, rendering them non-wettable and promoting their attachment to air bubbles. S