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Machine learning-assisted design of flow fields for redox flow batteries

2022; Royal Society of Chemistry; Volume: 15; Issue: 7 Linguagem: Inglês

10.1039/d1ee03224k

1754-5706

Shuaibin Wan, Haoran Jiang, Zixiao Guo, Changxiang He, Xiongwei Liang, Ned Djilali, Tianshou Zhao,

Advanced Memory and Neural Computing

An end-to-end approach is developed to design flow fields for redox flow batteries, and the quantitative design rules of flow fields are revealed for the first time.