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Development of BaO/Nd2O3/Co catalyst for efficient hydrogen-based fuels production via inverse design strategy | Synapse
March 3, 2026
Open Access
Development of BaO/Nd2O3/Co catalyst for efficient hydrogen-based fuels production via inverse design strategy
HR
Hubert Ronduda
WP
Wojciech Patkowski
MM
Michał Młotek
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Key Points
Hydrogen production efficiency improved with a novel BaO/Nd2O3/Co catalyst, indicating better fuel manufacturing.
The catalyst achieved a notable efficiency increase, reaching 95% in specific reaction conditions.
Assessment via inverse design strategy revealed optimal configurations for hydrogen generation pathways.
This approach supports innovative methods for fuel production, but practical scalability remains an open question.
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Ronduda et al. (Tue,) studied this question.
synapsesocial.com/papers/69a7604cc6e9836116a2ce62
https://doi.org/https://doi.org/10.1016/j.jcou.2026.103350