Macrocosm Substack

How to calibrate a large-scale agent-based model?

Sep 2025

How do we ensure our models are explainable and reliable? We show how pairing JAX and NumPyro programming delivers agent-based model calibrations with rigorous uncertainty quantification. That's the difference between a simulation you can trust for decision-making and one you can't.