Machine learning assisted high-throughput screening of transition metal single atom based superb hydrogen evolution electrocatalysts
Muhammad Umer, Sohaib Umer, Mohammad Zafari, Miran Ha, Rohit Anand, Amir Hajibabaei, Ather Abbas, Geunsik Lee, Kwang S. Kim
Abstract
Carbon-based transition metal (TM) single-atom catalysts (SACs) have shown great potential toward electrochemical water splitting and H 2 production.
Topics & Concepts
Transition metalElectrochemistryThroughputCatalysisAtom (system on chip)Water splittingHydrogen atomCarbon fibersHydrogenElectrocatalystMaterials scienceMetalNanotechnologyChemistryPhysical chemistryMetallurgyElectrodeComputer scienceTelecommunicationsWirelessOrganic chemistryComposite numberEmbedded systemBiochemistryComposite materialAlkylPhotocatalysisElectrocatalysts for Energy ConversionMachine Learning in Materials ScienceAmmonia Synthesis and Nitrogen Reduction