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Résumé : Quantum materials present significant challenges due to their inherent complexity in physical systems. With the rapid development of deep learning, it is accessible to make prediction of the complicated behaviors in quantum materials. This paper proposed a new neural network SchNet+ to better narrate the complexity of systems, which can not be easily solved by traditional mathematical equations.