宋丹丹

博士 、教授

基本信息

办公电话： 电子邮件： ddsong@bjtu.edu.cn
通讯地址： 邮编：

教育背景

2009/9至2010/12  加拿大滑铁卢大学 电气与计算机工程系   联合培养博士生     导师：Hany Aziz 教授

2006/9至2011/7   北京交通大学 理学院 光电子技术研究所  光学专业  博士       导师：徐叙瑢 院士

2002/9至2006/7   北京交通大学 理学院 光信息科学与技术 学士

工作经历

2023/01-至今     北京交通大学 理学院 光电子技术研究所   教授，博士生导师

2022/04-2022.12    北京交通大学 理学院 光电子技术研究所   副教授，博士生导师

2017/12-2022/04    北京交通大学 理学院 光电子技术研究所   副教授，硕士生导师

2016/12-2017/12    北京交通大学 理学院 光电子技术研究所   讲师，硕士生导师

2011/07-2016/12   华北电力大学 可再生能源学院    讲师，硕士生导师

研究方向

  • 发光材料、器件及应用
  • 光电信息工程

招生专业

  • 光学工程硕士
  • 光学工程博士
  • 光电信息工程硕士

科研项目


   先后主持多项国家及省部级科研项目、国家重点研发计划子课题等，以主要参与人（第2或第3）参与多项国家及省部级科研项目。

  • 宋丹丹等，企业横向课题（60万）， 2025-2027，在研
  • 宋丹丹等，北京市自然科学基金面上项目（20万），2024-2026，在研
  • 宋丹丹 等，国家自然科学基金面上项目（59万），2021-2024，在研
  • 宋丹丹 等，国家重点研发计划子课题（44万），2018-2022，已结题
  • 宋丹丹 等，工信部智能制造项目课题（70万），2017-2020，已结题
  • 宋丹丹 等，国家自然科学基金青年项目（30万），2013-2015，已结题
  •  宋丹丹 等，教育部博士点基金（4万），2013-2015，已结题



教学工作

      曾经及正在主讲的本科生课程：
  1. 《凝聚态物理》 40学时，英文/双语授课
  2. 《光信息显示技术》48学时，双语授课
  3. 《材料基因组技术》32学时，中文授课

论文/期刊

       学术论文：以第一作者和通讯作者已发表SCI检索论文50余篇，以其他作者发表SCI检索论文100余篇。代表性论文如下：

  1. Jie Gao#, Jihong Wu#, Dong Wei*, Naize Chen, Pengxiang Wang, Xiaozhen Huang, Xiafeng He, Shidong Cai, Xuran Wang, Yidi Zhao, Xiaodan Li*, Guilin Chen*, Zhiling Luo*, Hongxiang Li, Mingwei An, Wei Huang*, Yang Wang*, Dandan Song*, Pseudo-Arch Bridge-Inspired Stress Modulation at Buried Interface for Stable High-Efficiency Perovskite Solar Cells, Advanced Materials, 2025, accepted.
  2. Xiafeng He, Jiao Wu, Pengxiang Wang, Dong Wei*, Jie Gao, Naize Chen, Shidong Cai, Yidi Zhao, Xiaodan Li*, Jun Ji*, Suling Zhao, Dandan Song*, Suppressing Interfacial Deprotonation and Ion Migration via a Proton-Ion Capture Strategy for Stable and Efficient Perovskite Solar Cells, Advanced Functional Materials, 2025, e18036.
  3. Haochen Shi, Yiming Shi, Pengcheng Jiang*, Bo Qiao, Zhiqin Liang, Suling Zhao, Dandan Song*, Integrating Machine Learning and Generative Models for the Intelligent Design of TADF Materials with Circularly Polarized Luminescence, Journal of Materials Chemistry C, 2025, Advance Article.
  4. Yiming Shi, Ming Sun, Haochen Shi, Zhiqin Liang, Bo Qiao, Suling Zhao, Xuemei Pu*, Dandan Song*, Integrating AI into OLED Material Design: A Comprehensive Review of Computational Frameworks, Challenges, and Opportunities, Science Bulletin, 2025, 70, 3058–3089.
  5. Jiading Liang, Yaoyao Li*, Suling Zhao, Bo Qiao, Zhiqin Liang, Dandan Song*, Electronic Interaction and Emission Characteristics of Perovskite/Organic Hybrid Films, Applied Physics Letters, 2025, 126, 172103.
  6. Yaoyao Li, Jiaqun Li, Ning Meng, Haoze Han, Jianfeng Yan*, Dandan Song*, A Cost-Effective Multifunctional Molecule for Efficient and Stable Invert Perovskite Solar Cells, Nano Research Energy, 2025, 4, e9120157.
  7. Yiming Shi, Haochen Shi, Haichang Wang, Chun-Jung Chen, Yaoyao Li, Bo Qiao, Zhiqin Liang, Suling Zhao, Deyu Hang, Zheng Xu, Dandan Song*, Machine Learning-Driven Precise Design of Stable OLED Materials: Predicting and Enhancing Multi-State C-N Bond Dissociation Energies, Chemical Engineering Journal, 2024, 500, 157082.
  8. D. Wei,# M. Wang,# S. Cai, N. Meng, Y. Li, J. Gao, X. He, R. Zhang,* Q. Cai, G. Chen,* H. Li*, D. Song*, Bidirectional synergistic crystallization strategy for regulating growth kinetics towards highly efficient and stable perovskite solar cells, Adv. Fuct. Mater., 2024, First published: 05 September 2024 https://doi.org/10.1002/adfm.202410679
  9. Haochen Shi, Yiming Shi, Zhiqin Liang*, Suling Zhao, Bo Qiao, Zheng Xu, Lijuan Wang*, Dandan Song*, Machine learning-enabled discovery of multi-resonance TADF molecules: Unraveling PLQY predictions from molecular structures, Chemical Engineering Journal, 2024, 494, 153150
  10. Yiming Shi, Haochen Shi, Yu Zhang, Xiaoyan Zang, Ziming Zhao, Suling Zhao, Bo Qiao, Zhiqin Liang, Zheng Xu, Lijuan Wang, Dandan Song*, Identifying the Quantitative Relationship Between the Molecular Structure and the Horizontal Transition Dipole Orientation of TADF Emitters, Advanced Optical Materials, 2024, 12(5), 2301768.
  11. Haochen Shi, Yingjie Li, Suling Zhao, Bo Qiao, Zhiqin Liang, Honge Zhao, Zheng Xu, and Dandan Song*, Identifying molecular structure-energy level quantitative relationship of thermally activated delayed fluorescence materials using machine learning, J. Phys. Chem. C, 2023, 127, 48, 23526–23535. 
  12. Wu Liu, Ning Meng, Xiaomin Huo, Yao Lu, Yu Zhang, Xiaofeng Huang, Zhenqun Liang, Suling Zhao, Bo Qiao, Zhiqin Liang, Zheng Xu, Dandan Song*, Machine learning enables intelligent screening of interface materials towards minimizing voltage losses for p-i-n type perovskite solar cells, Journal of Energy Chemistry, 83 (2023) 128–137 
  13. Ning Meng,‡ Xiaofeng Huang,‡ Xiaomin Huo, Zhenqun Liang, Dong Wei, Suling Zhao, Bo Qiao, Zhiqin Liang,  Zheng Xu  and  Dandan Song*, Increasing the wettability and reducing excess PbI2 using diamine hydrobromides with different lengths at the buried interface of the 3D perovskite film, Journal of Materials Chemistry C, 2023, 11, 15959 – 15966. 
  14.  Xiaoya Li, Dandan Song*, Zhaojun Li, Suling Zhao, Bo Qiao, Zhiqin Liang, Zheng Xu*, Origins of the improved device performance in solution-processed TADF organic light-emitting devices with a polymer underneath layer, Organic Electronics, 2023, 121, 1068652021.
  15. YaoLu, Dong Wei, Wu Liu, Juan Meng, Xiaomin Huo, Yu Zhang, Zhiqin Liang, Bo Qiao, Suling Zhao, Dandan Song*, Zheng Xu*, Predicting the device performance of the perovskite solar cells from the    experimental parameters through machine learning of existing experimental results, Journal of Energy Chemistry, 2023, 77, 200–208.
  16. W. Liu, Y. Lu, D. Wei*, X. Huo, X. Huang, Y. Li, J. Meng, S. Zhao, B. Qiao, Z. Liang, Z. Xu*, D. Song*, Screening interface passivation materials intelligently through machine learning for highly efficient perovskite solar cells, Journal of Materials Chemistry A, 2022,10, 17782-17789. 
  17. Yueqiao Li, Wei Wang, Jie Dong, Yao Lu, Xiaofeng Huang, Yuan Niu, Bo Qiao, Suling Zhao, Zheng Xu, Aliaksandr Smirnov, Dandan Song*, Modification of PEDOT: PSS to enhance device efficiency and stability of the Quasi-2D perovskite light-emitting diodes, Organic Electronics 108( 2022)106579.
  18. X.F. Huang, W. Liu, W. Wang, Y. Lu, J. Dong, Y.Q. Li, D. Wei, B. Qiao, S.L. Zhao, Z. Xu, D.D. Song*, Improved phase purity and film quality in quasi-2D perovskite light-emitting diodes by an additive with the trimethacrylate group, RSC Advances 12(5) (2022) 3081-3089.
  19. Wei Wang#, Yueqiao Li#, Ang Zou, Haochen Shi, Xiaofeng Huang, Yaoyao Li, Dong Wei, Bo Qiao, Suling Zhao, Zheng Xu, Dandan Song*, Predicting the photon energy of quasi-2D lead halide perovskites from the precursor composition through machine learning, Nanoscale Advances, 2022, 2022, 4, 1632.
  20. Haochen Shi, Wenzhu Jing, Wu Liu, Yaoyao Li, Zhaojun Li, Bo Qiao, Suling Zhao, Zheng Xu, Dandan Song*, Key factors governing the external quantum effiency of TADF OLEDs: evidence from machine learning, ACS Omega, 2022, 7, 9, 7893–7900. 
  21. W. Liu, H. Li, B. Qiao, S. Zhao, Z. Xu, D. Song*, Highly efficient CIGS solar cells based on a new CIGS bandgap gradient design characterized by numerical simulation, Solar Energy 233 (2022) 337-344.
  22. C.W. Zhu, W. Liu, Y.Y. Li, X.M. Huo, H.T. Li, K. Guo, B. Qiao, S.L. Zhao, Z. Xu, H.G. Zhao, D.D. Song*, Key factors governing the device performance of GIGS solar cells: Insights from machine learning, Solar Energy 228 (2021) 45-52.
  23. W. Liu, C.-W. Zhu, H.-T. Li, S.-L. Zhao, B. Qiao, Z. Xu, D.-D. Song*, Optimization of Ga content gradient in Cu(In,Ga)Se<sub>2</sub> solar cells through machine learning and device simulation, Acta Physica Sinica 70(23) (2021).
  24. Y.Y. Li, Y. Lu, X.M. Huo, D. Wei, J. Meng, J. Dong, B. Qiao, S.L. Zhao, Z. Xu, D.D. Song*, Bandgap tuning strategy by cations and halide ions of lead halide perovskites learned from machine learning, RSC Advances 11(26) (2021) 15688-15694
  25. Dandan Song et al., Bunchy TiO2 Hierarchical Spheres with Fast Electron Transport and Large Specific Surface Area for Highly Efficient Dye-Sensitized Solar Cells, Nano Energy, 2016, 23, 122–128
  26. Dandan Song et al., Dual function interfacial layer for highly efficient and stable lead halide perovskite solar cells, J. Mater. Chem. A., 2016,4, 6091-6097
  27. Dandan Song et al., Degradation of organometallic perovskite solar cells induced by trap states, Appl. Phys. Lett., 2016, 108, 093901. 
  28. Dandan Song et al., Tungsten trioxide nanoplate array supported platinum as a highly efficient counter electrode for dye-sensitized solar cells, Nanoscale, 2015, 7(13), 5712-5718.
  29. Dandan Song et al., Managing Carrier Lifetime and Doping Property of Lead Halide Perovskite by Postannealing Processes for Highly Efficient Perovskite Solar Cells, J. Phys. Chem. C, 2015, 119, 22812-22819.
  30. Dandan Song et al., Highly Transparent and Efficient Counter Electrode Using SiO2/PEDOT-PSS Composite for Bifacial Dye-Sensitized Solar Cells, ACS Appl. Mater. Interfaces, 2014, 6(10), 7126-7132.
  31. Dandan Song, Suling Zhao, Hany Aziz, Modification of Exciton Lifetime by the Metal Cathode in Phosphorescent OLEDs, and Implications on Device Efficiency and Efficiency Roll-off Behavior, Adv. Funct. Mater., 2011, 21, 311-2317.
  32. Dandan Song, Suling Zhao, Yichun Luo, Hany Aziz, Causes of Efficiency Roll-off in Phosphorescent Organic Light Emitting Devices: Triplet-triplet Annihilation versus Tripet-Polaron Quenching, Appl. Phys. Lett., 2010, 97, 243304.


专著/译著

专利

1. 介孔钙钛矿薄膜的制备方法 （CN 114350358 B）2022年12月

2. 磷光材料的发光波长预测方法及系统 (ZL 202211026286.1) 2022年11月

3. 一种钙钛矿电池修饰材料的选择方法 （ZL 202210569200.3）2022年8月

4. 准二维钙钛矿薄膜相纯度的调控方法 （ZL 202210569200.3）2022年8月

5. 铜铟镓硒电池及其制造方法 （ZL 202110805785.X）2021年10月

6. 一种异质结太阳能电池及其制造方法 （ZL 202110234318.6）2021年6月

7. 一种 NIP 异质结太阳能电池及其制造方法 （ZL 202110235747.5）2021年6月

8. 一种发光二极管 （ZL 202011162380.0）2021年2月

9. 钙钛矿-有机发光层的制备方法及有机发光二极管 （ZL 201910748910.0）2019年11月

软件著作权

获奖与荣誉


  • 2025 本科生毕业设计优秀指导教师
  • 2023 硕士生优秀指导教师，指导的学生刘武获北京交通大学优秀硕士生论文
  • 2023 本科生毕业设计优秀指导教师，指导的学生石一茗获北京交通大学优秀本科毕业设计
  • 2019 研究生暑期社会实践优秀指导教师，带队的团队获校级优秀实践团


社会兼职

中国材料学会青委会理事

SID北京分会技术委员会委员