Litcius/Paper detail

Predictive model for the discovery of sinter-resistant supports for metallic nanoparticle catalysts by interpretable machine learning

Chenggong Jiang, Bill Yan, Bryan R. Goldsmith, Suljo Linic

2025Nature Catalysis20 citationsDOI

Topics & Concepts

Artificial neural networkArtificial intelligenceNanomaterial-based catalystMachine learningComputer scienceNanoparticleNanotechnologyMolecular dynamicsStability (learning theory)Materials scienceKey (lock)Feature (linguistics)Monte Carlo methodFunction (biology)Deep learningOxideWork (physics)Surface (topology)CatalysisComputational modelMachine Learning in Materials ScienceCatalytic Processes in Materials ScienceCatalysis and Oxidation Reactions