// Link · 10 March 2026

AdsorbML: How AI Is Transforming Catalyst Discovery for Clean Energy and Chemicals

Researchers developed AdsorbML, a hybrid AI + physics method that finds the best way molecules bind to catalyst surfaces—critical for designing fuels and chemicals. Using machine-learning potentials with selective Density Functional Theory calculations, the system identifies optimal adsorption energ...

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