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NeuralDEM

Discrete element and CFD-DEM simulations of hopper discharge and fluidized-bed reactors

Emmi AI · General PDEs · Public: data

Data EmmiAI/NeuralDEM⁠Paper arXiv 2411.09678

Simulation data for training and evaluating surrogates of particulate flows: hopper discharge of about 250,000 particles across hopper angles and friction regimes, and a fluidized-bed reactor of about 500,000 particles with air injection at varying inlet velocities.

Licence
CC-BY-NC 4.0
Access
Public download on Hugging Face (not gated)
Cases
Hopper discharge over geometry angles and friction regimes; fluidized bed over inlet velocities
Fidelity
DEM (hopper); coupled CFD-DEM (fluidized bed)
Size
3.55 TB

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