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Briefing: From guesswork to guidance: How machine learning speeds dopant design for water-splitting photocatalysts

Strategic angle: Researchers from the Institute of Science Tokyo utilize MLIP calculations to identify suitable dopants for innovative photocatalytic materials.

Editorial Staff · 2026-03-13 · 1 MIN READ

MLIP calculations enhance the design process for dopants.

Study published in the Journal of the American Chemical Society.

Focus on water-splitting photocatalysts for sustainable energy.