“…The batch experiments were performed to evaluate the Cr removal efficiency of CSO-INPs at different pH (2,3,5,8,10), for different doses of CSO-INPs (0.1, 0.3, 0.5, 0.9, 1.0 mg/ml) at different temperatures (28, 38°C) and for different initial pollutant (Cr) concentrations (10, 20 ppm). Once the ANN model has been prepared and validated as discussed in ''ANN modelling and validation'' section, the ANN simulation has been carried out to obtain the Cr removal efficiency for varying inputs pH (2, 3, 4, 5, 6, 7, 8, 9, 10), CSO-INPs doses (0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1 mg/ml), initial pollutant concentrations (10, 15, 20, 25, 30, 35 ppm), temperatures (20, 25, 28, 30, 35, 38, 40, 45°C).…”