代表性论文

1. Liang Tian*, Wenbo Yu, "​​​​Effects of cluster expansion on the locations of phase transition boundary as a first step to quantify uncertainty in first principles statistical mechanics framework", Computational Materials Science
2. Jie Yin, Qian Lei*, Xiang Li, Xiaoyan Zhang, Xiangpeng Meng, Yanbin Jiang, Liang Tian*, Shuang Zhou, Zhou Li*,
​​​​​"A Novel Neural Network-based Alloy Design Strategy: Gated Recurrent Unit Machine Learning Modeling Integrated with Orthogonal Experiment Design and Data Augmentation", Acta Materialia
3. Mojtaba Haghgoo, Reza Ansari, Mohammad Kazem Hassanzadeh-Aghdam*, Liang Tian*, Mohammad Nankali*,"Analytical formulation of the piezoresistive behavior of carbon nanotube polymer nanocomposites: The effect of temperature on strain sensing performance" Composite Part A
4. Liang Tian*, Yue Fan, Lin Li*, Normand Mousseau,"Identifying flow defects in amorphous alloys using machine learning outlier detection methods", Scripta Materialia
5. Liang Tian*, Lin Li, Jun Ding, Normand Mousseau, "ART_data_analyzer: Automating parallelized computations to study the evolution of materials", Software X
6. Liang Tian*, Alan Russell, Trevor Riedemann, Soeren Mueller, Iver Anderson, "A deformation-processed Al-matrix/Ca-nanofilamentary composite with low density, high strength, and high conductivity", Materials Science and Engineering A
7. Liang Tian*, Iver Anderson, Trevor Riedemann, Alan Russell,"Production of fine calcium powders by centrifugal atomization with rotating quench bath", Powder Technology
8. Liang Tian*, Iver Anderson, Trevor Riedemann, Alan Russell,"Modeling the electrical resistivity of deformation processed metal–metal composites", Acta Materialia
9. Liang Tian*, Alan Russell,"Phase field study of interfacial diffusion-driven spheroidization in a composite comprised of two mutually insoluble phases", Journal of chemical physics


科研项目