2 papers
cs.LG2026
PACT: Peak-Aware Cross-Attention Graph Transformers for Efficient Storm-Surge Emulation
Zesheng Liu, Doyup Kwon, Ning Lin +1
Accurate and efficient storm-surge emulation is essential for coastal hazard assessment, yet high-fidelity hydrodynamic models remain too expensive for large scenario ensembles and…
physics.soc-ph2025
Situational Preparedness Dynamics for Sequential Tropical Cyclone Hazards
Tianle Duan, Qingchun Li, Fengxiu Zhang +2
Sequential tropical cyclone hazards--two tropical cyclones (TCs) making landfall in the same region within a short time--are becoming increasingly likely. This study investigates s…