6 papers
Uncertainty-Aware Graph Neural Reconstruction of Urban Temperature Fields from Sparse Sensors under Deployment Constraints
Reda Snaiki, Abdelatif Merabtine
Reconstructing spatially continuous daily temperature fields from sparse observations is important for urban climate monitoring and heat-risk analysis, but practical deployments ar…
Multiscale Dynamics of Heatwave Persistence and Intensity Under Climate Change
Md Tasim Ferdous, Reda Snaiki, Abdelatif Merabtine
Climate change is expected to increase heatwave risk, but exceedance frequency alone cannot explain why some regions show stronger amplification in event persistence. This study de…
Sensor-Outage-Aware Spatio-Temporal Graph Reconstruction of High-Rise Facade Pressure Fields
Seyedeh Fatemeh Mirfakhar, Reda Snaiki
Time-resolved facade pressure fields are essential for the wind-resistant design and aerodynamic assessment of high-rise buildings. However, dense instrumentation is costly and oft…
Projecting Hurricane Risk in Atlantic Canada under Climate Change
Saeed Saviz Naeini, Reda Snaiki, Alejandro Di Luca
Atlantic Canada faces significant hurricane threats from damaging winds and coastal flooding that are projected to intensify under climate change. This study adopts a two-stage fra…
A Hybrid Analytical Framework for Asymmetric Pressure and Boundary Layer Wind Simulation in Nor'easters
Seyedeh Fatemeh Mirfakhar, Reda Snaiki, Frank Lombardo
Nor'easters frequently impact the North American East Coast, bringing hazardous precipitation, winds, and coastal flooding. Accurate simulation of their pressure and wind fields is…
A Novel Dynamic Bias-Correction Framework for Hurricane Risk Assessment under Climate Change
Reda Snaiki, Teng Wu
Conventional hurricane track generation methods typically depend on biased outputs from Global Climate Models (GCMs), which undermines their accuracy in the context of climate chan…