Efficient design and synthesis of an amorphous conjugated polymer network for a metal-free electrocatalyst of hydrogen evolution reaction
Wakana Hamada, Mafumi Hishida, Ryuto Sugiura, Haruka Tobita, Hiroaki Imai, Yasuhiko Igarashi, Yuya Oaki
Abstract
A performance predictor for metal-free electrocatalyst of hydrogen evolution reaction was constructed by machine learning on small data. Based on the prediction, an amorphous conjugated polymer network was designed to achieve high catalytic activity.
Topics & Concepts
ElectrocatalystConjugated systemAmorphous solidCatalysisPolymerMaterials scienceHydrogenMetalChemical engineeringNanotechnologyChemistryElectrochemistryOrganic chemistryElectrodePhysical chemistryEngineeringMetallurgyComposite materialConducting polymers and applicationsElectrocatalysts for Energy ConversionFuel Cells and Related Materials