“…In addition, silicon dioxide acid displays distinct behavior in limestone as compared to shale. The researchers noted that the fracture conductivity of shale rock demonstrated superior enhancements when compared to limestone rock [ 145 ]. The study also revealed that there exists an optimal concentration for improving the rheological properties of surfactant-based fluids for hydraulic fracturing applications, and higher concentrations are not recommended [ 144 , 145 ].…”