“…Alternatively, pore network models (PNM) approximate the pore- to achieve orders of magnitude faster computational times than direct simulation methods (Raeini et al, 2015;Bultreys et al, 2016;Zhao et al, 2019), and therefore have the potential to run centimeter-scale sample domains. Pore network models have been used to study an array of processes in porous media such as solute and reactive transport (Bijeljic et al, 2004;Mehmani & Tchelepi, 2017), multiphase displacement behavior (Chen & Wilkinson, 1985;Lenormand et al, 1988;Idowu & Blunt, 2010;J. Li et al, 2017), diffusiondriven transport (De Chalendar et al, 2018), capillary pressure characteristic behavior (Bakke & Ăren, 1997;Vogel et al, 2005;Silin & Patzek, 2006;Hussain et al, 2014), and relative permeability (M. Blunt & King, 1991;Jerauld & Salter, 1990; M. J.…”