Yixi Zhang works across large-scale population datasets, environmental analytics, and materials research. Projects span multivariate and spatial analysis, bibliometric mapping, thermodynamic process optimization, electrochemical materials development, and comparative genomics—linking data-driven insights to applied health and materials challenges.