evaluate if is a good idea to use the Deep Gravity model for mobility flows generation

dclfbk / LTSBikePlan

Level of Traffic Stress Bike Planning and Infrastructure Network Design for Safe and Accessible Cycling

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evaluate if is a good idea to use the Deep Gravity model for mobility flows generation #7

Open napo opened 1 year ago

napo commented 1 year ago

A Deep Gravity model for mobility flows generation https://www.nature.com/articles/s41467-021-26752-4

napo commented 1 year ago

I also suggest reading the paper on the Radiation model by Filippo Simini

Usually on city scale the radiation is better but it has the limit of being parameter free while the gravity is more manageable. In both cases, it would be good to have flows at least for training (the whole city is not needed, just a part). In general, both use only population and distance as features

Both models are implemented in scikit-mobility