“…However, current simulation practices extract only < 25% of gas and < 10% of the oil estimated in the formation (Kuuskraa et al 2013), and it is hypothesized that low matrix diffusivity might contribute to the low overall recovery efficiency (Karra et al 2015). Geophysical studies have demonstrated that hydrocarbon flow through shale matrices is affected by different rock compositions and pore structures, and involves complex transport mechanisms such as Knudsen diffusion, slip flow, and gas adsorption/desorption (Fathi et al 2009, Villazon et al 2011, Swami et al 2012, Heller et al 2014, Guo et al 2015, Zhang et al 2015, Al Ismail et al 2016, Huang et al 2016, Wu et al 2017. From the perspective of geochemistry, both mineralogical composition and pore structure of shale matrices can be altered by chemical reactions, affecting hydrocarbon flow in shale matrices.…”