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NeuralDEM

Real-time surrogates for industrial particulate flows

Paper title NeuralDEM -- Real-time Simulation of Industrial Particulate Flows

Alkin et al. (Emmi AI)

Paper arXiv 2411.09678PDF

Treats the particles of a discrete element simulation as a continuous field and predicts macroscopic quantities such as mixing or residence time directly as extra fields; separate branches for particles and fluid cells exchange information in one transformer, rolled out in time.

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