1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 1 cited
Capturing Unseen Spatial Heat Extremes Through Dependence-Aware Generative Modeling
Xinyue Liu, Xiao Peng, Shuyue Yan +5
Observed records of climate extremes provide an incomplete view of plausible hazards, missing "unseen" events beyond historical experience. Ignoring spatial dependence further unde…
stat.ME2025
Design-Life Levels for Flood Extremes: A Dependence-Aware Block-Maxima Workflow for Severity and Persistence
Tuoyuan Cheng, Xiao Peng, Achmad Choiruddin +2
Flood-risk assessment concerns the magnitude of maximum discharge over a design life and the clustering of extreme flows in time. Limited record length, extremal clustering, and pr…