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A multi-scale model for local polarization prediction in flow batteries based on deep neural network

Yansong Luo, Wenrui Lv, Menglian Zheng

2023Journal of Energy Storage11 citationsDOI

Topics & Concepts

Polarization (electrochemistry)Artificial neural networkConcentration polarizationCurse of dimensionalityComputer scienceMaterials scienceNetwork modelArtificial intelligenceSimulationChemistryBiochemistryPhysical chemistryMembraneAdvanced battery technologies researchAdvanced Battery Technologies ResearchFuel Cells and Related Materials
A multi-scale model for local polarization prediction in flow batteries based on deep neural network | Litcius