“…Until now, experiments, numerical methods, and analytical methods have been used to study TPG in low-permeability reservoirs. In general, experimental methods obtain TPG of low permeability porous medium by fitting the experimental results and take TPG as an empirical function of permeability. ,,,,− Although the phenomenon of TPG in porous medium has been measured by many scholars since it was reported in 1963 by Miller and Low, the influence mechanisms of different factors on TPG are difficult to be fully revealed by experiments. ,, In addition, experimental researches require significant instrumentation requirements, consume time and labor, so pore-scale numerical methods (e.g., molecular dynamics models, finite volume methods, and pore-network models) are widely accepted to study TPG-related issues in the development of low permeability reservoirs. , Although pore-scale numerical methods can complement experimental research, their calculation accuracy is affected by algorithm accuracy and discretization error.…”