Deep neural network-assisted fast and precise simulations of electrolyte flows in redox flow batteries
Zixiao Guo, Jing Sun, Shuaibin Wan, Zhenyu Wang, Jiayou Ren, Lyuming Pan, Lei Wei, Xinzhuang Fan, Tianshou Zhao
Topics & Concepts
RedoxElectrolyteFlow (mathematics)Artificial neural networkComputer scienceMaterials scienceChemical engineeringProcess engineeringEnvironmental scienceChemistryNanotechnologyMechanicsEngineeringElectrodeMetallurgyArtificial intelligencePhysicsPhysical chemistryAdvanced battery technologies researchAdvanced Battery Technologies ResearchFuel Cells and Related Materials