Over the past decades, the scientific community has made significant efforts to simulate
flooding conditions using a variety of complex physically based models. Despite all …

With the rapid development of urbanization around the world, the sea-level-rise problem is
gaining more and more attention in the 21st century. Sea-level rise is the result of a …

The use of surrogate modeling techniques for storm surge estimation is providing unique
opportunities for coastal hazard analysis and risk assessment. Specifically, surrogate …

Surrogate models (also referenced as metamodels) are recognized as powerful, data-
driven, predictive tools for the approximation (emulation) of storm surge. For this application …

Surrogate models are becoming increasingly popular for storm surge predictions. Using
existing databases of storm simulations, developed typically during regional flood studies …

Real-time, probabilistic predictions of the expected storm surge represent an important
information source for guiding emergency response decisions during landfalling tropical …

Accurate prediction of storm surges is crucial for mitigating the impact of extreme weather
events. This paper introduces the Bidirectional Attention-based Long Short-Term Memory …

During landfalling tropical storms, predictions of the expected storm surge are critical for
guiding evacuation and emergency response/preparedness decisions, both at regional and …

The saltwater intrusion occurs in many coastal areas worldwide and has become a serious
menace to freshwater quality. In the Pearl River estuary, saltwater intrusion has threatened …

Surrogate models, also referenced as metamodels, have emerged as attractive data-driven,
predictive models for storm surge estimation. They are calibrated based on an existing …