Area(s) of Expertise

I have conducted research at the intersection of four interdisciplinary domains: structural engineering and mechanics, energy infrastructure, construction management, and computational / data science. Presently, my group works on using AI and deep learning approaches for developing the Digital Twin technology in the areas of structural health monitoring and construction management using reality capture. Application have focused on modeling degradation due to Alkali-Silica Reactor (ASR) and Chloride diffusion in concrete structures as well as flow assisted corrosion in nuclear piping systems. We also work on developing efficient Bayesian approaches for probabilistic risk assessment (PRA) and model updating.