Code and data accompanying "Sociohydrodynamics: data-driven modeling of social behavior"

Code and data accompanying "Sociohydrodynamics: data-driven modeling of social behavior".

There are two files:

• sociohydro_code_v1.0-pnas.zip
  • Contains code used to reproduce the paper, including scripts for inference, neural networks, and numerical simulations. There are also trained NN models.
  • An up-to-date version of the code can be found on github. This code corresponds to release v1.0-pnas
• sociohydro_data.zip
  • This contains the data used in the paper, consisting of:
    • raw and processed census data
    • results of linear regression for parameter inference
    • comparisons of errors for both neural network model and sociohydrodynamic simulations
    • sociohydrodynamic simulation results using finite volume methods over geographic areas
    • sociohydrodynamic simulation results using finite-difference methods in homogeneous domains
    • sociohydrodynamic simulation results using monte-carlo simulations of a Schelling-like agent-based model