25 citations · 25 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2024
A Physics-informed machine learning model for time-dependent wave runup prediction
Saeed Saviz Naeini, Reda Snaiki
Wave runup is a critical factor affecting coastal flooding, shoreline changes, and damage to coastal structures. Climate change is also expected to amplify wave runup's impact on c…
physics.ao-ph2024★ 25 cited
A Novel Hybrid Machine Learning Model for Rapid Assessment of Wave and Storm Surge Responses Over an Extended Coastal Region
Saeed Saviz Naeini, Reda Snaiki
Storm surge and waves are responsible for a substantial portion of tropical and extratropical cyclones-related damages. While high-fidelity numerical models have significantly adva…