“…The roughness induces the aperture variability between the two rock surfaces (AlQuaimi & Rossen, 2017;Brown, 1987), determining the invasion path (Lee et al, 2010;Neuweiler et al, 2004), and controls the displacement patterns and phase distribution (Babadagli et al, 2015;Karpyn et al, 2007). A number of experimental (Chen et al, 2017; and numerical studies (Chen, Guo, et al, 2018;Yang et al, 2019) confirm that the main mechanism controlling the displacement patterns in rough fractures is similar to that in porous media (Toussaint et al, 2012), and similar empirical phase diagrams of displacement patterns have been proposed as a function of capillary number Ca and viscosity ratio M. However, given the significant differences in flow geometry for rock fractures and porous materials, the phase diagram originally established for porous media may not be applicable to flow in rough fractures (Babadagli et al, 2015;. It has been discovered that the roughness of rock surfaces can induce localized flow channels even when a more viscous fluid displaces a less viscous one ), which has not been observed in experiments of Hele-Shaw type or in porous media.…”