Geometry-aware neural causal discovery for large-scale spatiotemporal systems

Haoyang Yan, Kaiqi Zhao, Weiping Wang +2

Causal discovery at large spatiotemporal scale is difficult: variables are physically embedded, candidate interactions grow quadratically with system size, and causal structure cha…