“…In recent years, shale gas/oil has become a significant strategic resource for its huge reserves. , However, shale gas/oil is mainly stored in micronano pores of low porosity and permeability, − as shown in Figure a. Under extremely confined conditions, the interfacial interactions between gas/oil and matrix are dominant. − The validity of some classical flow theories has been questioned, ,, and it is urgent to develop new mechanisms and models at the nanoscale. , Generally, shale gas and oil are produced by the pyrolysis of kerogen in source rocks, going through four stages: the energy accumulation stage, the oil window stage, the gas window stage, and the steady stage . Then, they migrate through the micronano pores and larger fractures over short distances. , These pores can be categorized into three types: through pore, blind pore, and closed pore, as illustrated in Figure b.…”