“…For materials, such as carbonate rocks, with a significant fraction of the pore space that is unresolved by micro-CT imaging, which are the subject of the current study, multiscale image-based models must be developed, validated, and tested. Two common approaches that can be implemented to predict behavior across different scales are multiscale direct numerical simulation (DNS) and multiscale pore network models (PNMs) (Bijeljic et al, 2018;Brinkman, 1949;Carrillo & Bourg, 2019;Dinariev et al, 2020;Guo et al, 2018;Lesinigo et al, 2011;Meakin & Tartakovsky, 2009;Raeini et al, 2012;Sadeghnejad et al, 2021;Wu et al, 2022). In contrast to DNS, pore network modeling is more computationally efficient (Bultreys et al, 2018;Foroughi et al, 2020Foroughi et al, , 2021Giudici et al, 2023;Øren et al, 2019;Raeini et al, 2019).…”