3 papers
eess.SP2026
Bayesian-Optimized Multi-Source Domain Adaptation for Post-Earthquake Damage Assessment
Yifeng Zhang, Xiao Liang
Efficient and intelligent post-earthquake structural damage assessment is critical for rapid disaster response. Although data-driven approaches have shown promise in this domain, t…
eess.SP2025
Domain Adaptation in Structural Health Monitoring of Civil Infrastructure: A Systematic Review
Yifeng Zhang, Xiao Liang
This study provides a comprehensive review of domain adaptation (DA) techniques in vibration-based structural health monitoring (SHM). As data-driven models increasingly support th…
eess.SP2025
A Physics-Informed Multi-Source Domain Adaptation Framework for Label-Free Post-Earthquake Damage Assessment
Yifeng Zhang, Xiao Liang
Efficient and intelligent assessment of post-earthquake structural damage is critical for rapid disaster response. While data-driven approaches have shown promise, traditional supe…