Research focuses on membrane-based desalination and salinity-gradient energy, integrating pilot-scale validation with techno-economic and life-cycle assessment. Emphasis on hypersaline brine concentration, concentrate circularity and resource recovery, solar-thermal integration, and water-reuse performance.