Learning Granular Flow Dynamics with Adaptive Boundaries: A Neural Network Surrogate for Industrial Applications

Duy Le, Linh Nguyen, Truong Phung, David Howard, Gayan Kahandawa, Manzur Murshed, Gary W. Delaney

Box hopper

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Rotating drum (12rpm)

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Rotating drum (25rpm)

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Rotating drum (35rpm)

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Large blade mixer (12rpm)

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Large blade mixer (20rpm)

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Large blade mixer (30rpm)

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Short blade mixer (12rpm)

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Short blade mixer (20rpm)

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Short blade mixer (30rpm)

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