Efficiently reconstructing high-quality details of 3D digital rocks with super-resolution Transformer
Accurate pore-scale modeling demands high-quality digital rock images, which should
possess a broad imaging field of view (FOV) and high resolution to characterize multi-scale …
possess a broad imaging field of view (FOV) and high resolution to characterize multi-scale …
Modeling finer microstructure of random heterogeneous porous materials by fusing 2D high-and 3D low-resolution images
P Yan, Q Teng, Z Ma, X Wu, X He - Computers and Geotechnics, 2024 - Elsevier
Modeling the finer microstructure is crucial for studying the microscopic and macroscopic
characteristics of random heterogeneous porous materials. Multi-scale reconstruction is a …
characteristics of random heterogeneous porous materials. Multi-scale reconstruction is a …
Image-based microscale rock typing and its application
Y Wang - Journal of Petroleum Exploration and Production …, 2024 - Springer
Rock typing plays a crucial role in describing the heterogeneity of the reservoir. Most of the
conventional rock typing methods are implemented to classify the target reservoir into …
conventional rock typing methods are implemented to classify the target reservoir into …
A novel Trunk Branch-net PINN for flow and heat transfer prediction in porous medium
A novel Trunk-Branch (TB)-net physics-informed neural network (PINN) architecture is
developed, which is a PINN-based method incorporating trunk and branch nets to capture …
developed, which is a PINN-based method incorporating trunk and branch nets to capture …
Multi-scale nonlinear reservoir flow simulation based on digital core reconstruction
Y Fu, Q Zhai, G Yuan, Z Wang, Y Cheng… - Geoenergy Science and …, 2024 - Elsevier
During the exploitation of oil and gas reservoirs, changes in reservoir physical or fluid
properties will lead to alterations in formation seepage capacity, subsequently impacting the …
properties will lead to alterations in formation seepage capacity, subsequently impacting the …