By the year 2035 it is predicted that worldwide energy consumption will have increased by approximately 35%.

Optimising oil extraction rates is a big problem!
Enhanced oil recovery (EOR) is a technique used to enhance the oil output from a reservoir.

Using a flooding fluid with lower salinity (compared to seawater) has been shown to improve oil extraction rates, hence low-salinity EOR.
Low-salinity EOR works, but the fundamental mechanisms are not well understood.
Sweeping study of various model oil compounds on various clay minerals at various salt concentrations...
T. Underwood et al. (2015) J. Phys. Chem. C.
Sweeping study of various model oil compounds on various clay minerals at various salt concentrations...
Adsorption energy of simple salt ions (NaCl) on clay mineral surfaces.
The effect of salt concentration.
My collective variable is the distance between a test sodium ion and the plane of the clay mineral.
The test ion is constrained within one repeat unit cell of the clay mineral.
Due to ion-ion and ion-clay dispersion forces.
Due to electric double layer expansion.