Experimental discovery of novel ammonia synthesis catalysts <i>via</i> active learning
Rasika Jayarathna, Thossaporn Onsree, Samuel M. Drummond, Jennifer Naglic, Jochen Lauterbach
Abstract
Active learning based on literature and experimental data enabled the discovery of highly active novel catalysts for ammonia synthesis. Pathway analysis implies that these activities have been achieved by both structural and electronic promotion.
Topics & Concepts
Active siteCatalysisAmmoniaAmmonia productionPromotion (chess)Active learning (machine learning)ChemistryCombinatorial chemistryComputer scienceOrganic chemistryArtificial intelligencePolitical sciencePoliticsLawAmmonia Synthesis and Nitrogen ReductionMachine Learning in Materials ScienceAdvanced Photocatalysis Techniques