Calibrating Agent-based Models to Microdata with Graph Neural Networks

https://arxiv.org/abs/2206.07570

Temporal graph neural networks learn ABM parameter posteriors directly from agent-level microstates instead of hand-chosen summary statistics.

Simulation-based inference for calibrating simulators