Innovative application of transfer learning on small-scale datasets: Analysis and optimization of catalyst ink for the low-iridium membrane electrode assemblies of proton exchange membrane water electrolysis
Aidong Tan, Feng Zhao, Yipeng Zhang, Gang Li, Chu Wu, Zhang Liu, Jia Li, Jianguo Liu, Jianguo Liu
Topics & Concepts
ElectrolysisMembraneIridiumElectrodeElectrolysis of waterChemical engineeringProton exchange membrane fuel cellWater transferScale (ratio)CatalysisMaterials scienceChemistryEngineeringEnvironmental sciencePhysicsOrganic chemistryElectrolytePhysical chemistryWater resource managementBiochemistryQuantum mechanicsMachine Learning and ELMFuel Cells and Related MaterialsMachine Learning in Materials Science