Carbon capture, utilization, and storage and green hydrogen are both identified as critical, emerging technologies for decarbonization and energy transition, as evidenced by their shared role in hydrogen production pathways [1] and their inclusion in global energy transition finance frameworks [2]. Furthermore, they are often compared as strategic alternatives, with blue hydrogen (utilizing carbon capture) serving as a transitional bridge toward the long-term goal of green hydrogen adoption [3].