2 papers
stat.AP2025
A Bayesian Network Method for Deaggregation: Identification of Tropical Cyclones Driving Coastal Hazards
Ziyue Liu, Meredith L. Carr, Norberto C. Nadal-Caraballo +2
Bayesian networks (BN) have advantages in visualizing causal relationships and performing probabilistic inference analysis, making them ideal tools for coastal hazard analysis and…
physics.ao-ph2025
A Multi-Tiered Bayesian Network Coastal Compound Flood Analysis Framework
Ziyue Liu, Meredith L. Carr, Norberto C. Nadal-Caraballo +3
Coastal compound floods (CCFs) are triggered by the interaction of multiple mechanisms, such as storm surges, storm rainfall, tides, and river flow. These events can bring signific…