Machine learning (ML) models are cost-effective methods that have accelerated the identification of novel drug candidates in pharmaceutical research. These silico estimate characteristics chemical compounds using calculated physicochemical features or molecular sub-structure fingerprints. This rise deployment machine is facilitated by development numerous ML packages enables researchers to buil...

Wettability is a pore-scale property that impacts the relative movement and distribution of fluids in porous medium. There are reservoir provoke surface within pores to undergo wettability change. This change, turn, alters dynamics permeabilities at Darcy scale. Thus, modeling impact change essential understand interaction media. In this study, we include time-dependent into permeability–satura...

A quantitative description of the permeability deep coal is great significance for improving coalbed methane recovery and preventing gas disasters. The Schlumberger–Doll research (SDR) model often used to predict rock permeability, but it has inherent defects in characterizing pore structure coal. In this study, a with fractal characteristics (FCP model) established based on nuclear magnetic re...

Improving operation performance of blast furnaces is necessary to reduce CO2 emissions and pig iron costs. One the important factors for keeping gas permeability well in furnace. Coke fines affect condition become worse, therefore clarification prediction generation behavior coke are desired.

Development of pore network models for real porous media requires a detailed understanding of physical processes occurring on the microscopic scale and a complete description of porous media morphology. In this study, the microstructure of porous media has been represented by three dimensional networks of interconnected pores and throats which are designed by an object oriented approach. Af...

In this work, the natural depletion process in sandstone and carbonate cores was modeled to investigate the asphaltene deposition mechanisms. A new permeability reduction correlation was proposed based on the Minssieux model that considers a combination of surface deposition, pore throat plugging, and filtration cake mechanisms. The results showed that the filtration cake is a dominant asphalte...