Carbon dioxide-enhanced oil recovery (CO 2-EOR) has gained widespread attention in light
of the declining conventional oil reserves. Moreover, CO 2-EOR contributes to the reduction …

In this paper, the first self-adaptive deep learning algorithm is proposed in details to
accelerate flash calculations, which can quantitatively predict the total number of phases in …

Waterflooding is a secondary oil recovery technique in which water is injected into an
underground oil reservoir to maintain the reservoir pressure and boost oil recovery. The …

The relative permeability curve is one of the key features to evaluate the flow property of a
porous medium, which is important in petroleum and gas industry, yet it is not easy to obtain …

Abstract Steam Assisted Gravity Drainage (SAGD) is a typical thermal recovery process
consisting of an upper horizontal injector and a lower horizontal producer, which heats and …

Surfactant-polymer flooding is one of the most important enhanced oil recovery (EOR)
techniques, which refers to the injection of surfactant slugs and polymer drives. Two crucial …

The injection of chemical fluids into oil reservoirs is gaining widespread attention in light of
the declining conventional oil resources by recovering more hydrocarbons. This study is …

The current flood forecasting models heavily rely on historical measured data, which is often
insufficient for robust predictions due to practical challenges such as high measurement …

To investigate the impact of permeability and heterogeneity on oil displacement efficiency
and remaining oil distribution of chemical flooding, three groups of high and ultrahigh …

Data-driven approaches and artificial intelligence (AI) algorithms are promising enough to
be relied on even more than physics-based methods; their main feed is data which is the …