Phase Equilibrium |https://zhileihan.com/tags/phase-equilibrium/Phase EquilibriumHugoBlox Kit (https://hugoblox.com)en-usMon, 01 Jun 2026 00:00:00 +0000https://zhileihan.com/media/icon_hu_fb558a5ed99f547e.pngPhase Equilibriumhttps://zhileihan.com/tags/phase-equilibrium/Deep Learning-Assisted Flash Calculations for Underground Hydrogen Storagehttps://zhileihan.com/publications/dl-flash-uhs/Mon, 01 Jun 2026 00:00:00 +0000https://zhileihan.com/publications/dl-flash-uhs/<p>This work combines conventional thermodynamic flash calculations with deep-learning-assisted phase stability and initialization to improve computational efficiency for compositional underground hydrogen storage simulation.</p>