Search
CSV
RISA Hybrid Convolutional Neural Network–Transformer Neural Network Model for Permeability Prediction in Rock Porous Media
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Permeability is a crucial property indicating the fluid transport capability of rock porous media (RPM). This study introduces ConViT, a novel deep learning model that synergistically integrates vision transformer ...
Pore-Scale Acid–Rock Reaction Numerical Simulation Considering the Heterogeneous Distribution of Mineral Components
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Acidization is a vital method for enhancing carbonate reservoir permeability, but the acid–rock reaction mechanism and its impact on production are not fully understood. This study establishes a pore-scale acid–rock ...