3 papers
cs.LG2026
Differentiable Electricity-Market Clearing for Gradient-Based Planning
Luca Mungo, Maarten P. Scholl, Arnau Quera-Bofarull
Planning a large data center is difficult because a facility big enough to matter changes the electricity prices it will pay. Those prices are set by market clearing, a constrained…
econ.GN2026
Synthetic supply networks
Galvin Ng, Luca Mungo, Damien Bertrand +1
A good representation of the population of firms and households is essential for large-scale economic models. While there exist good methods to create synthetic populations of hous…
physics.soc-ph2025
A differentiable model of supply-chain shocks
Saad Hamid, José Moran, Luca Mungo +2
Modelling how shocks propagate in supply chains is an increasingly important challenge in economics. Its relevance has been highlighted in recent years by events such as Covid-19 a…