“…Under the current situation of increasingly depleted resources, traditional oil resources are gradually unable to satisfy the increasing energy requirement. − It is reported that shale oil accounts for a large proportion of the total energy supply as the conventional oil production gradually declines in recent years. Therefore, the development of shale oil plays a crucial role in alleviating the current problem of energy shortage. , Shale reservoirs are typical multi-scale porous media, in which the nanopores are extremely developed and have ultra-low permeability, making it difficult to exploit. − Multifarious approaches have been employed to improve the recovery of shale oil, such as chemical flooding, gas injection, thermal recovery, and smart water flooding. , Despite extensive attempts on thermal recovery, chemical flooding, and water flooding, applications are limited due to abominable reservoir conditions, high costs, and damage to the formation. , Gas (such as CO 2 , N 2 , and natural gas) injection-enhanced oil recovery is gradually appreciated due to their environmental protection and high efficiency. − Compared with other gases, CO 2 is supercritical under high-temperature and pressure conditions in shale reservoirs, possessing tremendous advantages and unique properties, such as a high diffusion rate and favorable dissolution capacity. , Because of these properties, CO 2 injection is regarded as an extremely promising EOR method.…”