论文著作：
[1] Y. Wei, J. He, C. Yang, W. Yu, J. Feng, X. Liu, X. Chong, Accelerated multi-property screening of lead-free halide double perovskite via transfer learning, Adv. Funct. Mater. 36 (2026) e14377.(IF=19.924)
[2] J. He, X. Su, C. Wang, J. Li, Y. Hou, Z. Li, C. Liu, D. Xue, J. Cao, Y. Su, L. Qiao, T. Lookman, Y. Bai*, Machine learning assisted predictions of multi-component phase diagrams and fine boundary information, Acta Mater. 240 (2022) 118341. (IF=8.3)
[3] J. He, C. Yu, Y. Hou, X. Su, J. Li, C. Liu, D. Xue, J. Cao, Y. Su, L. Qiao, T. Lookman, Y. Bai*, Accelerated discovery of high-performance piezocatalyst in BaTiO3-based ceramics via machine learning, Nano Energy 97 (2022) 107218. (IF=19.069)
[4] J. He, J. Li, C. Liu, C. Wang, Y. Zhang, C. Wen, D. Xue*, J. Cao, Y. Su, L. Qiao, Y. Bai*, Machine learning identified materials descriptors for ferroelectricity, Acta Mater. 209 (2021) 116815. (IF=8.3)
[5] J. He, C. Wang, J. Li, C. Liu, D. Xue, J. Cao, Y. Su, L. Qiao, T. Lookman, Y. Bai*, Machine learning assisted prediction of dielectric temperature spectrum of ferroelectrics, J. Adv. Ceram. 12 (2023) 1793-1804. (IF=18.6)
[6] J. He, R. Yin, C. Wang, C. Liu, D. Xue, Y. Su, L. Qiao, T. Lookman, Y. Bai*, Compositional design of compounds with elements not in training data using supervised learning, Journal of Materiomics 11 (2024) 100913. (IF=8.4)
[7] C. Yang, X. Chong*, M. Hu, W. Yu, J. He*, Y. Zhang, J. Feng, Y. Zhou, L. Wang, Accelerating the discovery of hybrid perovskites with targeted band gaps via interpretable machine learning, Acs Appl. Mater. Interfaces 15 (2023) 40419-40427. (IF=8.3)
[8] C. Yu, J. He, M. Tan, Y. Hou, H. Zeng, C. Liu, H. Meng, Y. Su, L. Qiao, T. Lookman, Y. Bai*, Selective enhancement of photo-piezocatalytic performance in BaTiO3 via heterovalent ion doping, Adv. Funct. Mater. 32 (2022) 2209365. (IF=18.5)
[9] X. Jiang, H. Fu, Y. Bai, L. Jiang, H. Zhang, W. Wang, P. Yun, J. He, D. Xue, T. Lookman, Y. Su, J. Xie, Interpretable machine learning applications: a promising prospect of ai for materials, Adv. Funct. Mater. 35 (2025) 2507734.
[10] Z. Li, H. Wu, J. Li, S. Wang, S. Qin, J. He, C. Liu, Y. Su, L. Qiao, T. Lookman, Y. Bai*, Effects of thermal and electrical hysteresis on phase transitions and electrocaloric effect in ferroelectrics: a computational study, Acta Mater. 228 (2022) 117784. (IF=8.3)
[11] R. Yuan, Z. Liu, Y. Xu, R. Yin, J. He, Y. Bai, Y. Zhou, J. Li, D. Xue*, T. Lookman, Optimizing electrocaloric effect in barium titanate-based room temperature ferroelectrics: combining landau theory, machine learning and synthesis, Acta Mater. 235 (2022) 118054. (IF=8.3)
[12] M. Gan, L. Lai, X. Chong, Q. Jin, W. Yu, J. Wang, J. Wang, L. Chen, J. He, J. Feng, Enhancing high-temperature phase stability and thermal properties of 5RE(TaxNb1–x)O4 high-entropy ceramics through chemical bonding strength optimization, Chem. Eng. J. 519 (2025) 164894.
[13] M. Gan, L. Lai, J. Wang, J. Wang, L. Chen, J. He, J. Feng, X. Chong*, Suppressing the oxygen-ionic conductivity and promoting the phase stability of the high-entropy rare earth niobates via ta substitution, J. Mater. Sci. Technol. 209 (2025) 79-94. (IF=11.2)
何京津
云南省
研究领域：
新材料
研究方向：
（1）跨尺度计算耦合机器学习的材料智能化设计（2）材料信息学/人工智能+材料（3）贵金属新材料、超高温结构陶瓷与涂层材料
所在单位：
昆明理工大学
