Yang, J., Huang, S., Huang, Z. et al. Transferable human mobility network reconstruction with neuroGravity. Nat Comput Sci
Objective:
- Develop neuroGravity, a physics-informed deep learning model that reliably reconstructs mobility flows from limited observations and transfers to unobserved cities
Case:
- Global countries
Methodology:
- neuroGravity-PINN
Data Source
- OSM building, POI, land use
- Mobile phone and CDR
Findings:
