讲席教授 材料科学与工程系

南方科技大学材料科学与工程系和物理系双聘讲席教授,以第一作者或通讯作者身份在《Science》上发表6篇论文,《Nature》上发表3篇论文,《PHYSICAL REVIEW LETTERS》上发表2篇论文,共发表约80篇学术论文及 100多项美国及国际专利;

个人简介

研究领域

传统“材料试错法”跟不上产业发展需求,从而启动了“基于大数据的人工智能材料开发”的新模式。人工智能通过学习密集型系统材料数据,可自行分析总结出“多参数复杂相关性”关系,从而快速预测、优选出具有目标性能的新材料。但该研究模式需要前所未有的海量数据产生和强大分析处理能力支撑。本课题组重点研究高通量制备与表征技术,其中包括能实现跨尺度、全链条的适用于开发高性能半导体、金属、功能陶瓷、高分子材料的“一维、二维、三维”高通量材料制备技术,能够快速完整地表征材料结构、成分、价态、配位、光、电、热、磁、力性能的高通量远场光探针实验室及同步辐射表征技术,深度神经网络机器学习。并将材料基因组技术应用于非晶合金、高温合金、相变存储、碳纤维、催化材料等应用研究。


教学

材料科学与人工智能


学术成果 查看更多

[1] X.-D. Xiang, Xiaodong Sun, Gabriel Briceno, Yulin Lou, Kai-An Wang, Hauyee Chang, WilliamGregory Wallace-Freedman, Sung-Wei Chen, Peter G. Schultz, "A Combinatorial Approach to Materials Discovery" Science 268, 1738 (1995).

[2] Yalin Lu, Tao Wei, Frederick Duewer, Yanqing Lu, Nai-Ben Ming, P.G. Schultz, and X.-D. Xiang, “Nondestructive Imaging of Dielectric Constant Profiles and Ferroelectric Domains with a Scanning Tip Microwave Near-Field Microscope” Science 276, 2004 (1997).

[3] X.-D. Xiang, J.G. Hou, W.A. Vareka, R. Mostovoy, A. Zettl, Marvin L. Cohen, "Synthesis and Electronic Transport of Single Crystal K3C60" Science 256, 1190 (1992).

[4] Gabriel Briceno, Hauyee Chang, Xiaodong Sun, Peter G. Schultz, and X.-D. Xiang, "Discovery of a Class of Cobalt Oxide Magnetoresistance Materials Using Combinatorial Synthesis" Science 270, 273 (1995).

[5] X.-D. Xiang, J.G. Hou, Vincent H. Crespi, A. Zettl, and Marvin L. Cohen, "3-Dimensional Superconducting Fluctuation Conductivity in Single Crystal K3C60 and Rb3C60" Nature 361, 54 (1993).

[6] X.-D. Xiang, W.A. Vareka, A. Zettl, J.L. Corkill, T. W. Babee III, Marvin L. Cohen, N. Kijima and R. Gronsky, "Tuning High-Tc superconductors via Multi-stage Intercalation" Science 254,1487 (1992).

[7] Young K. Yoo, Fred Duewer, Haitao Yang, Dong Yi, and X.-D. Xiang, “Room Temperature Electronic Phase Transitions Observed in the Continuous Phase-Diagrams of Perovskite Manganites” Nature 406, 704, (2000).

[8] X.-D. Xiang, S. Mckernan, W. A. Vareka, A. Zettl, J. L. Conkill, T. W. Barbee III, and Marvin L. Cohen, "Iodine Intercalation of a High-temperature Superconducting Oxide" Nature 348, 145 (1990).

[9] Jingsong Wang, Young Yoo, Chen Gao, Ichiro Takeuchi, Xiaodong Sun, X-D. Xiang, Peter G. Schultz, “Discovery of a Novel Blue Photoluminescent Materials Using Combinatorial Libraries” Science 279, 1712 (1998).

[10] Xiang XD,Brill JW.“Frequency-Dependence of Elastic Anomalies in Charge-Density-Wave Conductors” Physical Review Letters 63, 1853-1856 (1989)

[11] Xiang XD,Vareka WA,Zettl A,Corkill JL,Cohen ML,Kijima N,Gronsky R .“Metallization of the Resistivity Tensor in Bi2Sr2CaCu2OX Through Epitaxial Intercalation” Physical Review Letters 68, 530-533(1992)

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