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Integrating crystal structure and numerical data for predictive models of lithium-ion battery materials: A modified crystal graph convolutional neural networks approach

Shulin Wang, Yujing Ji, Jiangtao Liu, Zhimeng Liu, Xiaowei Zhang, Yujie Guo, Jing Lin, Jinzhang Tao, Jitti Kasemchainan, Yu Jiang, Hongyi Gao

2023Journal of Energy Storage12 citationsDOI

Topics & Concepts

Convolutional neural networkComputer scienceArtificial neural networkMachine learningCrystal (programming language)Artificial intelligenceTest setFlexibility (engineering)Deep learningData miningAlgorithmMathematicsStatisticsProgramming languageMachine Learning in Materials ScienceX-ray Diffraction in CrystallographyAdvancements in Battery Materials
Integrating crystal structure and numerical data for predictive models of lithium-ion battery materials: A modified crystal graph convolutional neural networks approach | Litcius