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We trained GAT-LSTM as AI surrogate model to predict the temperature fluctuations of lithium-ion battery under given conditions including temporal current and environmental temperature.

Abstract: This paper focuses on a multidimensional indicator prediction assessment method based on time series and multiple linear regression modelling. Through in-depth analysis of relevant data, ...

Abstract: The aim of this paper is to construct a model by both multiple linear regression and grey correlation analysis in order to improve the accuracy and depth of understanding of air quality ...