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A Deep Gravity Model for Mobility Flows Generation

Computer Science

A Deep Gravity Model for Mobility Flows Generation

F. Simini, G. Barlacchi, et al.

Discover Deep Gravity, a groundbreaking model that utilizes deep neural networks and geographic data to accurately predict human mobility flows. This research, conducted by Filippo Simini, Gianni Barlacchi, Massimilano Luca, and Luca Pappalardo, outperforms traditional gravity models, particularly in urban areas, all while employing explainable AI techniques for better understanding of the predictions.

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