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Author

Da Hu

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Open access Jul 2026

AFTERMAP: A FEMA-Aligned Dataset for Damaged Structure Segmentation in UAV Imagery

By combining FEMA-aligned annotations with high-resolution UAV imagery, the dataset establishes a standardized resource for developing and evaluating instance segmentation models that can support rapid post-disaster damage assessment and emergency response.

Sultan Al Shafian, Chao He, K. O'Neal et al. · 0 citations
Open access Jul 2026

Designing Data Centers for Demand Response Through a Construction-Phase Readiness Index

This article integrates three previously separate bodies of literature into a single framework that prices construction-phase flexibility as a portfolio of real options, pairing elicitation-derived (FAHP) weights with simulation-derived (Sobol) variance indices, and formalizes the decision as stochastic optimal control under irreversibility.

A. Shafaghat, Da Hu, Ali Keyvanfar · 0 citations

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