Thickening of viscoelastic flow in a model porous medium

•We study the flow of viscoelastic fluids past a periodic array of cylinders.•The dominant regions of the flow field are identified for different porosities.•A Weissenberg number is proposed that consistently captures the upturn in the drag.•We show that insufficient numerical resolution can produce unphysical fluctuations.