Encoding multiphase dynamics to predict spatiotemporal evolution via latent-space operators
Abstract
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.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 21 May 2026
- Language
- EN
- Document type
- Dataset