Neural network modeling of SBS modified bitumen produced with different methods

► Mixing polymers into bitumen has important consequences on the engineering properties. ► Structural changes may be observed during processing of polymer-modified bitumens. ► Complex modulus determination of PMBs is important to select the performance grade. ► With the increase of experimental factors experimental trials increases exponentially. ► Complex modulus predicted accurately with the developed ANN model.