Study on aging performance of modified asphalt binders based on characteristic peaks and molecular weights

•The absorption peak of the sulfoxide group is apparent after long-term aging.•The stabilizer can improve the high temperature stability of asphalt effectively.•The furfural extract oil can crosslink the modifiers to form a network structure.•Degradation and polymerization occur during thermal aging of modified asphalt.