545 Figure 5: Top: efficient frontier of interpolated N! vs. N#; the green marker shows the best tradeoff point. Bottom: 2D projections in input space, with the red marker showing the corresponding predictor values. Figure 6: Adsorption configurations of 6-methylheptanoic acid on fluorapatite (001) and dolomite (104). 5. CONCLUSIONS AND IMPLICATIONS FOR INDUSTRY This study delivers a practical, implementable workflow that helps reagent teams move beyond trial-and-error by using a small computational dataset to screen the chemical space and make faster go/nogo decisions for flotation reagents. The main outcome is an actionable down-selection package that industry
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