A knowledge‐based materials descriptor for compositional dependence of phase transformation in NiTi shape memory alloys by Cheng Li, Qingkai Liang, Yumei Zhou, Dezhen Xue

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Dynamic oxygen-redox evolution of cathode reactions based on the multistate equilibrium potential model by Nian Ran, Chengbo Li, Qinwen Cui, Dezhen Xue, Jianjun Liu

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Elemental numerical descriptions to enhance classification and regression model performance for high-entropy alloys by Yan Zhang, Cheng Wen, Pengfei Dang, Xue Jiang, Dezhen Xue, Yanjing Su

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Materials design with target-oriented Bayesian optimization by Yuan Tian, Tongtong Li, Jianbo Pang, Yumei Zhou, Dezhen Xue, Xiangdong Ding, Turab Lookman

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Unlocking the black box beyond Bayesian global optimization for materials design using reinforcement learning by Yuehui Xian, Xiangdong Ding, Xue Jiang, Yumei Zhou, Jun Sun, Dezhen Xue, Turab Lookman

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The ultrahigh damping capacity in a friction stir-processed Cu-Al-Ni high-temperature shape memory alloy by Changwen Jin, Xiaoxue Huang, Jun Li, Hao Li, Yongxian Huang, Dezhen Xue, Xianglong Meng

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Deep generative model for the inverse design of Van der Waals heterostructures by Shikun Gao, Qinyuan Huang, Chen Huang, Cheng Li, Kaihao Liu, Baisheng Sa, Yadong Yu, Dezhen Xue, Zhe Liu, Mengyan Dai

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Designing Laves-phase RFe2-type alloy with excellent magnetostrictive performance by physics-informed interpretable machine learning by Pengqiang Hu, Chao Zhou, Ruisheng Zhang, Sidan Ding, Yuanjun Guo, Bo Wang, Dezhen Xue, Yizhe Ma, Zhiyong Dai, Yin Zhang, Fanghua Tian, Sen Yang

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Machine learning enhanced metal 3D printing: high throughput optimization and material transfer extensibility by Yuanjie Zhang, Cheng Lin, Yuan Tian, Jianbao Gao, Bo Song, Hao Zhang, Min Wang, Kechen Song, Binghui Deng, Dezhen Xue, Yonggang Yao, Yusheng Shi, Kun Kelvin Fu

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