UNIST is featured in a branded content article published on Nature, in collaboration with Springer Nature, highlighting its research strengths in green hydrogen, AI-driven energy modeling, and industry-based innovation. Titled “How AI Is Speeding the Process of Green Hydrogen,” the article explores how UNIST researchers are applying AI, economic modeling, and real-world data to accelerate the deployment of scalable clean-energy technologies.
At the core of the article is the work of Professor Hankwon Lim from the UNIST Graduate School of Carbon Neutrality, whose team evaluates clean-energy pathways from a holistic perspective. Moving beyond traditional ‘Technology Readiness Levels,’ which often overlook market, regulatory, and environmental dimensions, his group integrates AI simulations, process and energy modeling, and life-cycle analysis to assess which solutions—such as green hydrogen or green ammonia—are most viable for large-scale, region-specific adoption.

UNIST researchers test new solvents and clean energy systems, including AI-driven analysis for green hydrogen and CO₂ capture, as featured in Nature’s branded content article. l Image Source: Nature Springer
The article also highlights UNIST’s collaboration with industry to advance practical clean-energy solutions. Current initiatives include modeling supply chains for importing and converting green ammonia, developing mechanochemistry-based systems for CO₂ capture, and conducting joint research with partners such as Samsung and Hyundai.
In addition, the feature introduces UNIST’s tailored degree programs designed for industry professionals, supporting companies in applying advanced energy modeling to real-world R&D challenges.
“Many company employees join UNIST classrooms as students and return to industry ready to lead innovation,” said UNIST Vice President Sung Chul Bae, emphasizing UNIST’s role in supporting Korea’s industrial transition.
This collaboration with Springer Nature reflects UNIST’s broader commitment to driving a sustainable energy future through research excellence, technology validation, and strong industry partnerships.
《Editor’s Note: Portions of this article are adapted from the branded content article “How AI Is Speeding the Progress of Green Hydrogen,” published on Nature in collaboration with Springer Nature on December 11, 2025.》
Explore the full branded content article on Nature to learn more about UNIST’s work at the forefront of clean-energy innovation.












