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physics.ao-ph2025
An Efficient Regional Storm Surge Surrogate Model Training Strategy Under Evolving Landscape and Climate Scenarios
Ziyue Liu, Mohammad Ahmadi Gharehtoragh, Brenna Kari Losch +1
Coastal communities face significant risk from storm-induced coastal flooding, which causes substantial societal and economic losses worldwide. Machine learning techniques have inc…
physics.ao-ph2023
Prediction of storm surge on evolving landscapes under climate change
David R Johnson, Mohammad Ahmadi Gharehtoragh
Planners who wish to manage coastal flood risk with long-lived infrastructure (e.g., levees, floodwalls) under a constrained computational budget face a tradeoff. Simulating a larg…