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Finding hidden catalytic knowledge from literature data

Exciting new research at Tohoku University's Advanced Institute for Materials Research (WPI-AIMR) explains how to transform decades of scattered literature data into computable design rules for catalysts. By using human intelligence, regression models, and AI agents, researchers

Finding hidden catalytic knowledge from literature data
Phys.org โ€” 8 June 2026
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Exciting new research at Tohoku University's Advanced Institute for Materials Research (WPI-AIMR) explains how to transform decades of scattered literature data into computable design rules for catalysts. By using human intelligence, regression models, and AI agents, researchers can accelerate the discovery of efficient, low-cost catalysts for clean energy technologies like fuel cells, water splitting, and COโ‚‚ reduction. By combining these methods, researchers can uncover new discoveries that were hidden in the literature data all along.

This report comes from Phys.org. The story centres on Finding hidden catalytic knowledge from literature data. Full coverage and background context is available at the original source. Readers seeking more detail on this developing topic are encouraged to follow updates from Phys.org and related outlets covering this beat.

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