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Systemic comparison of machine learning models in the optimization of flow field design for proton exchange membrane fuel cells

Ke Jiang, Zhendong Liang, Haolin Jiang, Yang Luan, Xunkang Su, Tongxi Zheng, Mingxin Liu, Yihui Feng, Wenfei Li, Yongbang Chen, Guolong Lu, Zhenning Liu

2025Energy16 citationsDOI

Topics & Concepts

Proton exchange membrane fuel cellFlow (mathematics)MembraneField (mathematics)Fuel cellsChemistryMaterials scienceNuclear engineeringEngineeringComputer scienceProcess engineeringMechanical engineeringChemical engineeringMechanicsPhysicsBiochemistryMathematicsPure mathematicsFuel Cells and Related MaterialsMachine Learning in Materials ScienceElectrocatalysts for Energy Conversion
Systemic comparison of machine learning models in the optimization of flow field design for proton exchange membrane fuel cells | Litcius