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My main research interests lie in the areas of performance-based wind engineering, system-level analysis and optimization of uncertain dynamic systems, probabilistic modeling and uncertainty propagation, metamodeling of static and dynamic systems, machine learning in stochastic analysis of structures, resilience and adaptation of communities subject to severe wind events, distributing computing frameworks for infrastructure systems, topology optimization of uncertain stochastic systems, computational fluid dynamics for wind and rain simulation. In addition, I am interested in expanding my research to hybrid data/physical computational modeling, decision frameworks based on social wellness, and computational modeling of wild fires at the interface of urban communities.
My main research interests lie in the areas of performance-based wind engineering, system-level analysis and optimization of uncertain dynamic systems, probabilistic modeling and uncertainty propagation, metamodeling of static and dynamic systems, machine learning in stochastic analysis of structures, resilience and adaptation of communities subject to severe wind events, distributing computing frameworks for infrastructure systems, topology optimization of uncertain stochastic systems, computational fluid dynamics for wind and rain simulation. In addition, I am interested in expanding my research to hybrid data/physical computational modeling, decision frameworks based on social wellness, and computational modeling of wild fires at the interface of urban communities.
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STRUCTURAL SAFETY (2024): 102397-102397
Liuyun Xu,Seymour M.J. Spence
Reliability Engineering & System Safetypp.110244, (2024)
Windno. 22 (2023): 375-393
ENGINEERING STRUCTURES (2023): 116869-116869
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