Encoding multiphase dynamics to predict spatiotemporal evolution via latent-space operators
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Datasets of multiphase flow and the source data for paper figures. Description of Datasets: BubbleRise-2D A single round bubble rises to the surface of the water. (2D) BubbleRise-3D A single rectangular bubble rises to the surface of the water. (3D) FluidisedBed-2D An upward flow from the bottom lifts the particles and fluidises the bed. (2D) ParticleDeposition-2D The particles are suspended in water and settle downward. (2D) ThreePhases-2D Three-phase particle–bubble coupled flow problem. (2D) Description of source data for paper figures: Raw data for all line and bar charts in Figs. 2–8 of the main text.
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2026-05-21



