Data-driven design of electrocatalysts: principle, progress, and perspective
Shan Zhu, Kezhu Jiang, Biao Chen, Shijian Zheng
Abstract
In this review, we focus on the systematic construction of the data-driven electrocatalyst design framework and discuss its principles, current challenges, and opportunities.
Topics & Concepts
Perspective (graphical)ElectrocatalystFocus (optics)Design elements and principlesEngineering ethicsManagement scienceNanotechnologyComputer scienceRisk analysis (engineering)Systems engineeringData scienceEngineeringBusinessMaterials scienceChemistryArtificial intelligencePhysicsElectrochemistryPhysical chemistryElectrodeOpticsMachine Learning in Materials ScienceElectrocatalysts for Energy ConversionAdvanced Photocatalysis Techniques