Published August 20, 2025 | Version v1

Code for the paper "The invisible hand as an emergent property: a gradient flow approach"

  • 1. ROR icon University of Pisa
  • 2. Università di Pisa

Description

Replication code for the paper “The invisible hand as an emergent property: a gradient flow approach.”

The folder “R code – Section 4.1. Back to the data” contains the R code used to replicate the empirical analysis based on firm-level data from the Orbis database. The original ORBIS data were obtained under a restricted-use agreement and cannot be publicly shared. However, the subset of data used in the analysis is included in the package as an RData file.

The folder “Julia code – Section 4.2. Numerical exploration” contains the Julia code used to reproduce the numerical simulations presented in the paper. No external data is required for this part.

Files

Zenodo - The invisible hand as an emergent property: a gradient flow approach.zip