Preprint
Aug 2026
A Query-Time Framework for Transient 2D Pore-Scale Flow Prediction and Generative Design
Pore-scale flow governs transport and permeability behaviour in porous media engineering applications, yet repeated lattice Boltzmann method (LBM) simulation across many geometries and design queries remains costly for repeated deployment. This study formulates transient pore-scale flow prediction as a geometry-conditi...
Yi-Ming Wang, Jiale Zhu, Zhichen Ye et al.
· 0 citations