“…Several approaches have been developed to incorporate the evolution of the fluid-fluid interface into macroscopic equations (e.g., Cueto-Felgueroso & Juanes, 2014;Gray & Miller, 2010;Gray et al, 2015;Hassanizadeh & Gray, 1990Hilfer, 1998;Jackson et al, 2009;McClure et al, 2016;Niessner & Hassanizadeh, 2008;Rybak et al, 2015), but additional complexity in the formulation of the closure problem and in the definition of state variables has been inevitably introduced. Only recently, Karadimitriou et al (2014) proposed a method to estimate such state variables from experimental measurements, while Schluter et al (2016) and McClure et al (2018) provided alternative approaches to identify the missing variables in terms of integral geometry (i.e., Euler characteristics). Over the years, more practical and ad hoc formulations of the relative permeabilities have been proposed (Chierici, 1984;Clavier et al, 2017;Dehghanpour et al, 2011;Gunstensen & Rothman, 1993;Li et al, 2018;Oliveira & Demond, 2003;Pasquier et al, 2017;Yiotis et al, 2007;Zhang et al, 2018), including the study of the impact of spatial heterogeneity on relative permeabilities (Jackson et al, 2018).…”