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Issue DateTitleAuthor(s)
1-Mar-2021Identifying chemical factors affecting reaction kinetics in Li-air battery via ab initio calculations and machine learningWang, AP; Zou, ZY; Wang, D; Liu, Y; Li, YJ; Wu, JM; Avdeev, M; Shi, S
30-Jul-2021Machine learning prediction of activation energy in cubic Li-argyrodites with hierarchically encoding crystal structure-based (HECS) descriptorsZhao, Q; Avdeev, M; Chen, L; Shi, S
15-Jan-2021A highly efficient and informative method to identify ion transport networks in fast ion conductorsHe, B; Mi, PH; Ye, A.J; Chi, ST; Jiao, Y; Zhang, LW; Pu, BW; Zou, Z; Zhang, WQ; Avdeev, M; Adams, S; Zhao, JT; Shi, S
7-Sep-2021Identifying migration channels and bottlenecks in monoclinic NASICON-type solid electrolytes with hierarchical ion-transport algorithmsZou, Z; Ma, N; Wang, AP; Ran, YB; Song, T; He, B; Ye, AJ; Mi, PH; Zhang, LW; Zhou, H; Jiao, Y; Liu, JP; Wang, D; Li, YJ; Avdeev, M; Shi, S
1-Sep-2021Identifying descriptors for Li+ conduction in cubic Li-argyrodites via hierarchically encoding crystal structure and inferring causalityZhao, Q; Zhang, L; He, B; Ye, A; Avdeev, M; Chen, L; Shi, S

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