期刊
NANOSCALE ADVANCES
卷 1, 期 6, 页码 2162-2166出版社
ROYAL SOC CHEMISTRY
DOI: 10.1039/c9na00105k
关键词
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资金
- National Natural Science Foundation of China [91834301, 21808055]
- Shanghai Sailing Program [18YF1405400, 19YF1411700]
Machine learning (ML) methods were applied to predict the capacitance of carbon-based supercapacitors. Hundreds of published experimental datasets are collected for training ML models to identify the relative importance of seven electrode features. This present method could be used to predict and screen better carbon electrode materials.
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