Prediction of CO2 storage efficiency and its uncertainty using deep-convolutional GANs and pore network modelling

YF Zhang, ML Qu, JP Yang, S Foroughi, B Niu, ZT Yu… - Applied Energy, 2025 - Elsevier
The overall capacity of CO 2 storage is controlled by the morphological and flow
characteristics of the pore space. Pore-scale imaging and modelling is widely used to …

Pore-to-meter scale modeling of heat and mass transport applied to thermal energy storage: How local thermal and velocity fluctuations affect average thermal …

ML Qu, J Yang, S Foroughi, Y Zhang, ZT Yu, MJ Blunt… - Energy, 2024 - Elsevier
We use a dual-network model to simulate heat and mass transfer in porous media. The
model captures pore-scale information in meter-scale simulations and allows for non …