In this work, we have used MD simulations together with the MTT model to predict the adsorption isotherm of three OFMs in hydrocarbon solvents onto an iron oxide surface. First, we calculated the adsorption PMF for the three OFMs using MD and the ABF method, which proved to be more efficient than other comparable enhanced sampling approaches.