Litcius/Paper detail

Machine learning as a catalyst for PEMFC optimization: A comprehensive review from flow fields to system integration with a multiscale perspective on research and applications

Tamilarasan Sathesh, Chong-Kai Wang, Yean‐Der Kuan, Shih-Cheng Hu, Ivo Stachiv

2025Renewable and Sustainable Energy Reviews17 citationsDOI

Topics & Concepts

Proton exchange membrane fuel cellMachine learningComputer scienceField (mathematics)System integrationArtificial intelligenceAdaptabilityAnalyticsDomain (mathematical analysis)EngineeringData integrationSystems engineeringData acquisitionData analysisPredictive maintenanceControl engineeringStack (abstract data type)Energy (signal processing)Multiscale modelingEnergy flowFuel cellsBig dataFlow (mathematics)Artificial neural networkKey (lock)Reliability (semiconductor)Fault detection and isolationFuel Cells and Related MaterialsElectrocatalysts for Energy ConversionAdvanced Memory and Neural Computing