The use of mathematical modelling to elucidate genetic, molecular and cellular processes is an integral part of systems biology. This Review presents the main methods to model and simulate molecular and gene networks (kinetic and logic modelling), describes their inherent advantages and limitations, and highlights recent developments that reveal the potential of hybrid approaches.