3 papers
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.geo-ph2025
Extending the Joint Probability Method to Compound Flooding: Transition Zone Delineation, Flood Depth Attribution, and Design Event Selection
Mark S. Bartlett, Nathan Geldner, Zach Cobell +9
Quantifying the frequency of compound flood depths is a fundamental challenge in low-gradient coastal watersheds, where flood hazards arise from the nonlinear interaction of storm…
stat.AP2025
Surrogate Models to Predict Wave Hydrodynamics on Evolving Landscapes
Mohammad Ahmadi Gharehtoragh, David R Johnson
Coastal planners using probabilistic risk assessments to evaluate structural flood risk reduction projects may wish to simulate the hydrodynamics associated with large suites of tr…