主要成绩：

      1. 机器学习预测辐照微结构及其性能。代表性文章：

           [1]  Ruihao Liao, Ke Xu, Yifan Liu, Zibo Gao, Shuo Jin,Linyun Liang*, Guang-Hong Lu, Fast prediction of irradiation-induced cascade defects using denoising diffusion probabilistic model, Nuclear Materials and Energy, 2024, 41: 101805

      2. 聚变堆面对等离子体材料钨辐照微结构演化及宏观力热性能预测。代表性文章：

           [1] Bowen Xue, Bingchen Li, Shuo Jin, Linyun Liang*, Hong-Bo Zhou, Guang-Hong Lu, Effects of the diffusion path on the effective diffusion coefficient of hydrogen isotope in tungsten with helium bubbles, Journal of Nuclear Materials, 2024, 599: 155184

           [2] Xinyue Fan, Shuo Jin, Jiannan Hao, Lu Sun, Xiao-Chun Li, Linyun Liang*, Guang-Hong Lu, Capture efficiencies of point defects by 1/2 〈111〉 edge dislocations in tungsten using atomistic simulations,  Journal of Nuclear Materials, 2024, 597: 155112

           [3] Bowen Xue, Bingchen Li, Shuo Jin, Linyun Liang*, Three-dimensional phase-field modeling of dislocation loop growth behaviors in irradiated materials: Applications in tungsten, NIM B: 2024, 555: 165493

           [4] Jun Shi, Bingchen Li, Lei Li, Yifan Liu, Xinyue Fan, Qing Peng, Linyun Liang*, Shuo Jin,  Guang-Hong Lu, Atomistic insights into the influence of hydrogen on crack propagation in tungsten,  Fusion Engineering and Design, 2023,  197: 114030

           [5] Bingchen Li, Jiaguan Peng, Bowen Xue, Shuo Jin, Linyun Liang*, Guang-Hong Lu, Phase-field simulations of the recrystallization and the mechanical property response in deformed tungsten,  Nuclear Materials and Energy, 2023, 36: 101488

          [6]   Bingchen Li, Shuo Jin, Bowen Xue, Linyun Liang*, Guang-Hong Lu, Phase-field microstructure-based effective thermal conductivity calculations in tungsten, Nuclear Fusion, 2022, 62: 076041

   [7]  Bingchen Li, Bowen Xue, Jiannan Hao, Shuo Jin, Hong-Bo Zhou, Linyun Liang*, and Guang-Hong Lu*, The Effective Diffusion Coefficient of Hydrogen in Tungsten: Effects of Microstructures From Phase-Field Simulations, Front. Mater. - Computational Materials Science, 2022,

  [8]  Bowen Xue, Bingchen Lia, Shuo Jin, Hong-Bo Zhou, Linyun Liang*, Guang-Hong Lu, Phase-field modeling of the clustering of transmutation element rhenium in irradiated tungsten, Journal of Nuclear Materials, 2022, 566: 153810

  [9] Chao Meng, Lifang Wang, Ke Xu, Jiannan Hao, Hong-bo Zhou, Xiaolin Shu, Shuo Jin, Linyun Liang*, Guang-Hong Lu*, CS Becquart, Object Kinetic Monte Carlo simulation of hydrogen clustering behavior with vacancies in tungsten, Journal of Nuclear Materials, 2019, 526: 151768

      3. 建立了适用于非平衡态体系的相场理论模型，应用此模型模拟了电化学体系中微结构的非平衡演化过程，得到了与经典电化学中非线性动力学理论一致的结果，为研究非平衡态体系开辟了新的途径。代表性文章：

      [1]     Linyun Liang, Yue Qi, Fei Xue, Saswata Bhattacharya, Stephen J. Harris, Long-Qing Chen, Nonlinear phase-field model for electrode-electrolyte interface evolution, Physics Review E, 2012, 86: 051609 

      [2]     Linyun Liang, Long-Qing Chen, Nonlinear Phase field model for electrodeposition in electrochemical systems, Applied Physics Letters, 2014, 105: 263903

            [3]   H. W. Zhang, Z. Liu, Linyun Liang*, L. Chen, Y. Qi, S. J. Harris, P. Lu, and L. Q. Chen, Understanding and predicting the lithium dendrite formation in Li-ion batteries: Phase field model, ECS Transactions, 2014, 61: 1-9

            [4]    Linyun Liang, Marius Stan, Mihai Anitescu, Phase-field modeling of Li diffusion-induced crack propagation in electrodes, Applied Physics Letters, 2014, 105: 163903

     4. 开发了辐照下再结晶与气泡相互作用的相场模型，应用此模型开展核燃料中起泡和肿胀行为研究，提出可通过实验上增加晶粒尺寸和减小晶粒长宽比有效抑制核燃料肿胀行为，为改善核燃料的辐照性能提供了理论依据。代表性文章：

      [1]     Linyun Liang, Yeon Soo Kim, Bei Ye, Gerard Hofman, Mihai Anitescu, Abdellatif Yacout, Mesoscale model for fission-induced recrystallization in U-7Mo alloy, Computational Materials Science, 2016, 124: 228-237 

      [2]     Linyun Liang, Zhi-Gang Mei, and Abdellatif M. Yacout, Fission-induced recrystallization effect on intergranular bubble-driven swelling in U-Mo fuel, Computational Materials Science, 2017, 138: 16-26

      [3]     Linyun Liang, Zhi-Gang Mei, Yeon Soo Kim, Mihai Anitescu, and Abdellatif M. Yacout, Three-dimensional phase-field simulations of intragranular gas bubble evolutions in irradiated U-Mo fuel, Computational Materials Science, 2018, 145, 86

            [4]  Linyun Liang, Yeon Soo Kim, Zhi-Gang Mei, Larry K Aagesen, Abdellatif M Yacout, Fission gas bubbles and recrystallization-induced degradation of the effective thermal conductivity in U-7Mo fuels, Journal of Nuclear Materials, 2018, 473: 300

    5. 开发了描述铌酸钾铁电性能的自由能函数，为后续开展其铁电性能的研究打下基础。代表性文章：

            [1]   Linyun Liang, Y. L. Li, Long-Qing Chen, S. Y. Hu, and Guang-Hong Lu, A thermodynamic free energy function for potassium niobate, Applied Physics Letters, 2009, 94: 072904

      [2]     Linyun Liang, Y. L. Li, Long-Qing Chen, S. Y. Hu, and Guang-Hong Lu, Thermodynamics and ferroelectric properties of KNbO₃, Journal of Applied Physics, 2009, 106: 104118 

      [3]     Linyun Liang, Y. L. Li, Long-Qing Chen, S. Y. Hu, and Guang-Hong Lu, Piezoelectric anisotropy of KNbO₃ single crystals, Journal of Applied Physics, 2010, 108: 094111

      [4]   Linyun Liang,  Y. L. Li, Fei Xue, Long-Qing Chen, Pressure and electric field effect on piezoelectric responses of KNbO₃, Journal of Applied Physics, 2012, 112: 064106

主讲课程：

本科生：《电动力学》

研究生：《计算物理》

• [1].

  北京航空航天大学       博士学位

• [1]. 2013.9 -- 2018.5

  美国Argonne国家实验室      博士后

• [2]. 2011.1 -- 2013.8

  美国宾夕法尼亚州立大学      博士后

[1].

担任中国材料研究学会计算材料学分会委员，中国核学会计算物理分会理事，中国核学会计算锕系物理与化学分会理事，《Tungsten》杂志青年编委。

• [1] 多尺度模拟方法之间的耦合。
• [2] 应用机器学习方法预测材料性能；
• [3] 开发介观尺度非平衡态理论模型和相关计算模拟程序；