Toward Totally Defined Nanocatalysis: Deep Learning Reveals the Extraordinary Activity of Single Pd/C Particles
Dmitry B. Eremin, Alexey S. Galushko, Daniil A. Boiko, Evgeniy O. Pentsak, Igor V. Chistyakov, Valentine P. Ananikov
Abstract
attributed to individual palladium on a nanoglobular carbon particle. Offered in the present study is the Totally Defined Catalysis concept that has tremendous potential for the mechanistic research and development of high-performance catalysts.
Topics & Concepts
CatalysisChemistryNanotechnologyNanoscopic scaleHomogeneousNanoparticlePalladiumParticle (ecology)Heterogeneous catalysisChemical engineeringChemical physicsMaterials sciencePhysicsStatistical physicsOrganic chemistryGeologyEngineeringOceanographyMachine Learning in Materials ScienceNanomaterials for catalytic reactionsCatalytic Processes in Materials Science