Differentiable Agent-based Epidemiology

https://arxiv.org/abs/2207.09714

GradABM: tensorized differentiable agent-based epidemic model; million-agent populations in a few seconds on commodity hardware; gradient-based calibration to COVID-19 and influenza data.

Differentiable simulation