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cs.LG2026
PoreML: A Data-Driven Framework for Learning Multiphase Flow in Porous Media
Chunyang Wang, Mingrui Zhang, Yuyan Zhang +5
Multiphase flow in porous microstructures is central to CO storage, fuel-cell operation, and flip-chip packaging. Predicting these flows remains challenging because wettability…
cs.LG2026
Learning Pore-scale Multiphase Flow from 4D Velocimetry
Chunyang Wang, Linqi Zhu, Yuxuan Gu +9
Multiphase flow in porous media underpins subsurface energy and environmental technologies, including geological CO storage and underground hydrogen storage, yet pore-scale dyn…