2 papers
cs.CV2024
Constrained Transformer-Based Porous Media Generation to Spatial Distribution of Rock Properties
Zihan Ren, Sanjay Srinivasan, Dustin Crandall
Pore-scale modeling of rock images based on information in 3D micro-computed tomography data is crucial for studying complex subsurface processes such as CO2 and brine multiphase f…
eess.IV2024
Using Physics Informed Generative Adversarial Networks to Model 3D porous media
Zihan Ren, Sanjay Srinivasan
Micro-CT scanning of rocks significantly enhances our understanding of pore-scale physics in porous media. With advancements in pore-scale simulation methods, such as pore network…