Prediction of electrocatalyst performance of Pt/C using response surface optimization algorithm‐based machine learning approaches - Elçiçek, Hüseyin; Özdemir, Oğuz Kaan (International journal of energy research, 2022)
Keywords: Algorithms; Artificial neural networks; Catalysts; Chemical synthesis; Efficiency; Electrocatalysts; Emission analysis; Energy efficiency; Errors; Fuel cells; Fuel technology; Learning algorithms; Machine learning; Mathematical models; Multilayer perceptrons; Neural networks; Optimization; Parameters; Performance evaluation; Performance prediction; pH effects; Prediction models; Process parameters; Pt/C electrocatalysts; random forest; Response surface methodology; Statistical analysis; Statistical methods; Support vector machines; support vector regression; Temperature; Working conditions