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Projecting U.S. coastal storm surge risks and impacts with deep learning

physics.ao-ph · 2025-06-16 · conditional · novelty 6.0

Running a neural-network surge emulator over 900,000 synthetic hurricanes, the authors project that the US population at risk from the 100-year storm surge flood rises about 50% by 2100 under SSP5-8.5, driven mainly by sea level rise.

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  • Projecting U.S. coastal storm surge risks and impacts with deep learning physics.ao-ph · 2025-06-16 · conditional · none · ref 3

    Running a neural-network surge emulator over 900,000 synthetic hurricanes, the authors project that the US population at risk from the 100-year storm surge flood rises about 50% by 2100 under SSP5-8.5, driven mainly by sea level rise.