Dynamics of electric field-controlled methotrexate delivery through membrane nanochannels

•The relationship between the translocation time of methotrexate and external electric field intensity was modelled.•Free energy calculation provides a global view of the free energy changes during methotrexate transmembrane processes.•The density distribution of water and methotrexate during the translocation highly correlate with the diameter of CNTs.