2 papers
cs.LG2026
M-CaStLe: Uncovering Local Causal Structures in Multivariate Space-Time Gridded Data
J. Jake Nichol, Michael Weylandt, G. Matthew Fricke +2
Causal graph discovery for space-time systems is challenging in high-dimensional gridded data, which often has many more grid cells than temporal observations per cell. The Causal…
stat.AP2025
Conditional pathways-based climate attribution
Christopher R. Wentland, Michael Weylandt, Laura P. Swiler +1
Attribution of climate impacts to natural and anthropogenic source forcings is essential for understanding and addressing climate effects. While standard methods like optimal finge…