“…Oil reservoir exploitation is a complex process that involves multiscale, multiphysics, and multiphase flows that are significantly influenced by various factors, such as pore structure characteristics, fluid properties, flow conditions, among others [21][22][23][24][25][26][27][28][29]. The intricate pore structure of the reservoir cores, which comprises irregular pore space and narrow throat channels connecting different pore spaces, leads to several specific pore-scale events in porous media flow, including drainage [4,7,9,14,30], imbibition [17], pore body filling [14,16,17,31], snap-off [32,33], Haines jump [34], and capillary barrier [11,[16][17][18][19][20].…”