Machine learning-driven breakthroughs in water electrolysis and supercapacitors
Diab Khalafallah, Fuming Lai, Hao Huang, Jue Wang, Xiaoqing Wang, Shengfu Tong, Qinfang Zhang
Abstract
ML has revolutionized the field of materials science by expediting discovery and optimization procedures. ML algorithms monitor enormous datasets, thereby predicting novel nanomaterials with tailored properties for breakthroughs in nanotechnology.
Topics & Concepts
SupercapacitorElectrolysisMaterials scienceElectrolysis of waterNanotechnologyElectrochemistryChemistryElectrodeElectrolytePhysical chemistryFuel Cells and Related MaterialsElectrocatalysts for Energy ConversionMachine Learning in Materials Science