production costs as low as $0.177 per kg. Our work establishes a closed-loop, AI-accelerated research paradigm that integrates multi-objective optimization with robotic experimentation, offering a generalizable and expedited pathway toward high-performance electrocatalysts for sustainable chemicals manufacturing.
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Yang et al. (2026) studied this question.
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