EIS equivalent circuit model prediction using interpretable machine learning and parameter identification using global optimization algorithms

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DOI:10.1016/j.electacta.2022.140350
作者：Zhaoyang Zhao, Yang Zou, Peng Liu, Zhaogui Lai, Lei Wen, Ying Jin
文献类型：期刊论文
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Elsevier

Abstract：Among seven multiclassification machine learning (ML) models taking optimized hyperparameters found by grid search, AdaBoost achieved the known highest equivalent circuit model (ECM) predict

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