Relate pore-scale events to continuum-scale flow
Characterize how pore-scale interfacial events, including Haines jumps, snap-off, and ganglion coalescence, collectively determine continuum-scale multiphase flow in porous media.
References
Yet they can occur at fixed saturation, hidden from bulk descriptors, and how they add up to continuum-scale flow is still not fully understood.
— PoreML: A Data-Driven Framework for Learning Multiphase Flow in Porous Media
(2610.10314 - Wang et al., 7 Oct 2026) in Section 1, Introduction