AI RESEARCH
PACT: Peak-Aware Cross-Attention Graph Transformers for Efficient Storm-Surge Emulation
arXiv CS.LG
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ArXi:2605.09036v1 Announce Type: new 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 rapid evaluation under heterogeneous climate forcings. We present PACT, a peak-aware cross-attention graph transformer for efficient station-level storm-surge prediction from atmospheric forcing fields.