When Treatments Spill Over: A Neural Framework for Spatiotemporal Causal Effect Estimation

Real-world public health policies are often enacted by local jurisdictions, but their effects can ripple through connected populations. For causal evaluation, this creates a difficult spatiotemporal problem: intermittent policy updates create path-level treatments, and because spillover depends on n