2 papers
stat.ML2026
Bridging Data Gaps in Structural Fragility Modeling through Transfer Learning: Methodology and Case Studies
Narges Saeednejad, Jamie Ellen Padgett
This paper presents a methodology-centered transfer learning framework for fragility adaptation under domain shift, class imbalance, and scarce target labels while preserving engin…
stat.AP2026
Phase Transitions in Collective Damage of Civil Structures under Natural Hazards
Sebin Oh, Jinyan Zhao, Raul Rincon +2
The fate of cities under natural hazards depends not only on hazard intensity but also on the coupling of structural damage, a collective process that remains poorly understood. He…