梁生

博士、教授、物理国家级实验教学示范中心主任

基本信息

办公电话：010-51688483-14 电子邮件： shliang@bjtu.edu.cn
通讯地址：北京市，海淀区，上园村3号，北京交通大学 邮编：100044

教育背景

2005 年－2011 年，北京航空航天大学，仪器科学与光电工程学院，精密仪器及机械专业，研究生，获得工学博士学位。

2007 年－2008 年，受首批“国家建设高水平大学公派研究生项目”资助赴新加坡南洋理工大学联合培养。

2001 年－2005 年，燕山大学，信息科学与工程学院，电子科学与技术专业，获得工学学士学位。

工作经历

2021年12月至今：北京交通大学，物理科学与工程学院，教授

2016年12月-2021年12月：北京交通大学，理学院，副教授

2013年6月-2016年12月：北京交通大学，理学院，讲师

2011 年6 月-2013年6月：北京交通大学，理学院，师资博士后


研究方向

  • 微纳光电子器件与技术
  • 光电信息工程
  • 光电检测与光电传感

招生专业

  • 光学工程博士
  • 光电信息工程博士
  • 光学工程硕士
  • 光电信息工程硕士

科研项目

  1. 基于人工智能的微结构光纤研究，国家自然科学基金面上项目（项目批准号：62375013），2024年01月至 2027年 12月，主持。
  2. 水下声纳探测信号图像智能识别技术研究，自然科学横向项目，主持。
  3. 基于人工智能的光纤陀螺关键技术研究，自然科学横向项目，主持。
  4. 北京一数科技有限公司—北京交通大学联合实验室，自然科学横向项目，主持。
  5. 基于光纤陀螺惯性导航系统的复杂环境列车定位技术，自然科学横向项目，主持。
  6. 新型光纤及敏感环光学特性测试与分析，自然科学横向项目，主持。
  7. 面向高精度、小型化及抗辐射光纤陀螺的细径保偏微结构光纤及敏感环的研究，国家自然基金面上项目，主持。
  8. 面向空分复用超高精度光纤陀螺的保偏无序微结构光纤及敏感环研究，北京市自然科学基金面上项目，主持。
  9. “时间透镜”像差产生机理及矫正方法研究，国家自然科学基金青年基金项目，主持。
  10. 时间透镜像差产生机理及矫正方法研究，教育部博士点基金项目，主持。
  11. 新型高精度、高可靠性1550 nm 光纤接口技术研究，横向课题项目，主持。
  12. “遥感图像应急场景模拟与分析软件”及“地面图像预处理、分析与逆向仿真软件”研发，横向课题项目，主持。
  13. 基于全光纤飞秒激光器的微纳光子器件三维激光直写系统，国家自然科学基金“重大”项目，参加。

教学工作

讲授研究生学位课程：《高速光电子电路设计》

讲授本科生课程：（1）《物理学概论》；（2）《物理学导论》（全英文；面向国际合作办学项目）

讲授本科生实验课程：（1）《物理实验I》（全英文；面向留学生班和国际班）；（2）《物理实验II》（全英文；面向留学生班和国际班）；（3）《大学物理实验I》；（4）《大学物理实验II》

论文/期刊

  1. Jinmin Ding, Chenyang Hou, Yiming Zhao, Hongwei Liu, Zixia Hu, Fanchao Meng, Sheng Liang," Virtual draw of microstructured optical fiber based on physics-informed neural networks", Optics Express, Vol. 32, 9316-9331, 2024.
  2. Chenyang Hou, Jinmin Ding, Yiming Zhao, Hongwei Liu, Zixia Hu, Fanchao Meng, Sheng Liang, "Wide-bandwidth mode converter based on a dual-hollow-core anti-resonant fiber", Results in Physics, Vol. 59, 107559, 2024.
  3. Yiping Cui, Dongfeng Lin, Xu Zhang, Xi Chen, Meiyu Liu, Yiming Zhao, Hongwei Liu, Sheng Liang, "Efficiency uniformity improvement of gratings for head-up display waveguide using multilayer perceptron network", Optical and Quantum Electronics, Vol. 56, 303, 2024.
  4. Lifeng Gao, Tongkai Xu, Meiyu Liu, Jialin Jin, Li Peng, Xiaoting Zhao, Jiaqing Li, Mengting Yang, Suying Li, Sheng Liang, "Ai-aided diagnosis of oral X-ray images of periapical films based on deep learning", Displays, Vol. 82, 102649, 2024.
  5. Xiaoting Zhao, Tongkai Xu, Li Peng, Suying Li, Yiming Zhao, Hongwei Liu, Jingwen He, Sheng Liang, "Recognition and segmentation of teeth and mandibular nerve canals in panoramic dental X-rays by Mask RCNN", Displays, Vol. 78, 102447, 2023.
  6. Lin Li, Dongfeng Lin, Fanchao Meng, Yiming Zhao, Yiping Cui, Yin Cao, Hongwei Liu, Hongqian Mu, Yingli Niu, Jingwen He, Sheng Liang, "Investigation on low-loss hollow-core anti-resonant terahertz fiber", Applied Optics, Vol. 62, 5778-5785,2023.
  7. 侯晨阳, 孟凡超, 赵一鸣, 丁进敏, 赵小艇, 刘鸿维, 王鑫, 娄淑琴, 盛新志, 梁生.“机器微纳光学科学家”:人工智能在微纳光学设计的应用与发展[J].物理学报,2023,72(11):198-213.
  8. Fanchao Meng, Jinmin Ding, Yiming Zhao, Hongwei Liu, Weiquan Su, Luyun Yang, Guangming Tao, Andrey Pryamikov, Xin Wang, Hongqian Mu, Yingli Niu, Jingwen He, Xinghua Zhang, Shuqin Lou, Xinzhi Sheng, Sheng Liang,"Artificial intelligence designer for optical Fibers: Inverse design of a Hollow-Core Anti-Resonant fiber based on a tandem neural network",Results in Physics,Vol. 46,106310,2023.
  9. Xi Chen, Dongfeng Lin, Tao Zhang, Yiming Zhao, Hongwei Liu, Yiping Cui, Chenyang Hou, Jingwen He, and Sheng Liang, "Grating waveguides by machine learning for augmented reality," Applied Optics Vol.62, pp.2924-2935,2023.
  10. Jun Liang, Jiawei Wu, Jun Guo, Huagen Li, Xianjun Zhou, Sheng Liang, Cheng-Wei Qiu, Guangming Tao, Radiative cooling for passive thermal management towards sustainable carbon neutrality, National Science Review, nwac208, 2022.
  11. Dongfeng Lin, Danyang Li, Yiping Cui, Tao Zhang, Fanchao Meng, Xiaoting Zhao, Jinmin Ding, Sheng Liang, "Machine learning-based error compensation for high precision laser arbitrary beam splitting," Optics and Lasers in Engineering, Volume 160, 2023, 107245.
  12. Zhu Yuang, Xu Tongkai, Peng Li, Cao Yin, Zhao Xiaoting, Li Suying, Zhao Yiming, Meng Fanchao, Ding Jinmin, Liang Sheng, “Faster-RCNN based intelligent detection and localization of dental caries”, Displays, v 74, September 2022.
  13. Tongkai Xu, Yuang Zhu, Li Peng, Yin Cao, Xiaoting Zhao, Fanchao Meng, Jinmin Ding, Sheng Liang, "Artificial intelligence assisted identification of therapy history from periapical films for dental root canal," Displays, Volume 71, 102119, 2022.
  14. Yin Cao, Wenyuan Xu, Bo Lin, Yuang Zhu, Fanchao Meng, Xiaoting Zhao, Jinmin Ding, Shuqin Lou, Xin Wang, Jingwen He, Xinzhi Sheng, and Sheng Liang, "Long short-term memory network of machine learning for compensating temperature error of a fiber optic gyroscope independent of the temperature sensor," Applied Optics Vol. 61, Issue 28, pp. 8212-8222, 2022.
  15. Zhang Jie, Zhao Xiaoting, Zhao Yiming, Zhong Xiang, Wang Yidan, Meng Fanchao, Ding Jinmin, Niu Yingli, Zhang Xinghua, Dong Liang, Liang Sheng, “Unsupervised learning method for events identification in φ-OTDR,” Optical and Quantum Electronics, v 54, n 7, July 2022.
  16. Wang Xin, Zhang Guangfa, Lou Shuqin, Liang Sheng, Sheng Xinzhi, “Two-round feature selection combining with LightGBM classifier for disturbance event recognition in phase-sensitive OTDR system,” Infrared Physics and Technology, v 123, June 2022.
  17. Yin Cao, Wenyuan Xu, Bo Lin, Yuang Zhu, Fanchao Meng, Xiaoting Zhao, Jinmin Ding, Zhenggang Lian, Zhifang Xu, Qianqing Yu, Jianghe Xu, Shuqin Lou, Xin Wang, Xinzhi Sheng, Sheng Liang, “A method for temperature error compensation in fiber-optic gyroscope based on machine learning,” Optik, Volume 256, 168765, 2022.
  18. Rafal Kasztelanic, Adam Filipkowski, Dariusz Pysz, Hue Thi Nguyen, Ryszard Stepien, Sheng Liang, Johann Troles, Pentti Karioja, and Ryszard Buczynski, "Development of gradient index microlenses for the broadband infrared range," Opt. Express 30, 2338-2352, 2022.
  19. Jinmin DING, Fanchao MENG, Xiaoting ZHAO, Xin WANG, Shuqin LOU, Xinzhi SHENG, Luyun YANG, Guangming TAO, Sheng LIANG, "All-solid anti-resonant single crystal fibers," Frontiers of Optoelectronics volume 15, Article number: 3, 2022.
  20. Xiaoting Zhao, Hongbin Sun, Bo Lin, Hongmin Zhao, Yingli Niu, Xiang Zhong, Yidan Wang, Yiming Zhao, Fanchao Meng, Jinmin Ding, Xinghua Zhang, Liang Dong, and Sheng Liang, "Markov Transition Fields and Deep Learning based Event-Classification and Vibration-Frequency Measurement for φ-OTDR," IEEE Sensors Journal, VOL. 22, NO. 4, FEBRUARY 15, 2022.
  21. Fanchao Meng, Xiaoting Zhao, Jinmin Ding, Yingli Niu, Xinghua Zhang, Lvyun Yang, Xin Wang, Shuqin Lou, Xinzhi Sheng, Guangming Tao, and Sheng Liang, "Discovering extremely low confinement-loss anti-resonant fibers via swarm intelligence," Opt. Express 29, 35544-35555, 2021.
  22. Jinmin Ding, Fanchao Meng, Xiaoting Zhao, Lvyun Yang, Xin Wang, Shuqin Lou, Xinzhi Sheng, Ryszard Buczyński, Guangming Tao, and Sheng Liang, "Refractive-index guiding single crystal optical fiber with air–solid cladding," Opt. Mater. Express 11, 2994-3006, 2021.
  23. Fanchao Meng, Xiaoting Zhao, Jinmin Ding, Yingli Niu, Xinghua Zhang, Mateusz Smietana, Ryszard Buczynski, Bo Lin, Guangming Tao, Luyun Yang, Xin Wang, shuqin lou, xinzhi sheng, and Sheng Liang, “Use of Machine Learning to Efficiently Predict the Confinement Loss in Anti-Resonant Hollow-Core Fiber,” Optics Letters, vol. 46, No. 6, pp. 1454-1457, 2021.
  24. Wang Xin, Zhang Ailun, Liang Sheng, Lou Shuqin, “Event identification of a phase-sensitive OTDR sensing system based on principal component analysis and probabilistic neural network,” Infrared Physics and Technology, vol. 114, 2021.
  25. D. Li, S. Lou, Q. Xin, S. Liang and X. Sheng, “SNR Enhancement of Far-End Disturbances on Distributed Sensor Based on Phase-Sensitive Optical Time-Domain Reflectometry,” IEEE Sensors Journal, vol. 21, no. 2, pp. 1957-1964, 2021.
  26. H. Jia, S. Lou, S. Liang and X. Sheng, “Event Identification by F-ELM Model for φ-OTDR Fiber-Optic Distributed Disturbance Sensor,” IEEE Sensors Journal, vol. 20, no. 3, pp. 1297-1305, 2020.
  27. Wang Zhandong, Lou Shuqin, Wang Xin, Liang Sheng, Sheng Xinzhi, “Multi-branch long short-time memory convolution neural network for event identification in fiber-optic distributed disturbance sensor based on φ-OTDR,” Infrared Physics and Technology, vol. 109, 2020.
  28. Z. Wang, S. Lou, S. Liang and X. Sheng, “Multi-Class Disturbance Events Recognition Based on EMD and XGBoost in φ-OTDR,” IEEE Access, vol. 8, pp. 63551-63558, 2020.
  29. Sheng Liang, Xiaoting Zhao, Ruijun Liu, Xiaodong Zhang, Liang Wang, Xinghua Zhang, Yisheng Lv, and Fanchao Meng, “Fiber-Optic Auditory Nerve of Ground in the Suburb: For Traffic Flow Monitoring,” IEEE Access, vol. 7, pp. 166704-166710, 2019.
  30. H. Jia, S. Liang, S. Lou and X. Sheng, “A k -Nearest Neighbor Algorithm-Based Near Category Support Vector Machine Method for Event Identification of φ -OTDR,” IEEE Sensors Journal, vol. 19, no. 10, pp. 3683-3689, 2019.
  31. Sheng Liang, Yongxin Zhang, Xingyu Zhang, Xinzhi Sheng, Shuqin Lou, Xin Wang, Bo Lin, Mingli Dong, Lianqing Zhu, Jueting Luo, Rui Peng, Liuyan Liang, Yuqin Lin, Jinli Wang, Yue Yang, Shuai Kang, Yuelang Huang, Jiazheng Ding, Wenxuan Xu, Fuxiao Li, “Role of Structural Anisotropy in Geometric Birefringence of High-birefringence Index-Guiding PCFs: Analysis by Moment of Inertia,” Optical and Quantum Electronics, 51:12, 2019.
  32. Xiaohe Li, Sheng Liang, Yongxin Zhang, Qianqing Yu, Xinzhi Sheng, Shuqin Lou, Xin Wang, Wan Zhang, Mingli Dong, and Lianqing Zhu, "Novel refractive index sensor based on fiber bragg grating in nano‑bore optical fiber," Optical and Quantum Electronics, 51:117, 2019.
  33. Sheng Liang, Yue Yang, Shuai Kang, Yongxin Zhang, Xinzhi Sheng, Shuqin Lou, Xin Wang, Wan Zhang, and Tongtong Zhao, “Influences of Asymmetrical Geometric Structures on the Birefringence of Index-Guiding Photonic Crystal Fiber,” Optik, vol. 180, pp. 973-983, 2019.
  34. Y. Wu, S. Liang, S. Lou and X. Sheng, “An Interrogation Method to Enhance SNR for Far-End Disturbances in Fiber-Optic Distributed Disturbance Sensor Based on φ-OTDR,” IEEE Sensors Journal, vol. 19, no. 3, pp. 1064-1072, 2019.
  35. M. Wang, S. Liang and S. Lou, “A Tunable Repetition Rate Multiplier for Optical Phase Code Sequences,” IEEE Photonics Technology Letters, vol. 30, no. 22, pp. 1968-1971, 15 Nov.15, 2018.
  36. Sheng Liang, Swee Chuan Tjin, Bo Lin, Xinzhi Sheng, Shuqin Lou, Yongxin Zhang, and Xin Wang, “Novel Fiber Bragg Grating Sensing Method Based on the Sidelobe-Modulation for Ultrasound Detection,” Journal of Lightwave Technology, Vol. 37, No. 11, pp. 2686-2693, June 1, 2019.
  37. Wang Xin, Liu Yong, Liang Sheng, Zhang Wan, Lou Shuqin, “Event identification based on random forest classifier for φ-OTDR fiber-optic distributed disturbance sensor,” Infrared Physics and Technology, vol. 97, pp. 319-325, 2019.
  38. Sheng Liang, Yongxin Zhang, Xin Wang, Xinzhi Sheng, Shuqin Lou, Bo Lin, Mingli Dong, Lianqing Zhu, “Surface Brillouin Scattering in Disordered Optical Fibers with Transverse Anderson Localization Guiding Mechanism for Evaluation of Longitudinal Structural Fluctuations,” IEEE PHOTONICS JOURNAL, vol. 10, No. 1, 7101108, February 2018.
  39. M. Wang, S. Liang and S. Lou, “A Tunable Repetition Rate Multiplier for Optical Phase Code Sequences,” IEEE Photonics Technology Letters, vol. 30, no. 22, pp. 1968-1971, 2018.
  40. Sheng Liang, Xinzhi Sheng, Shuqin Lou, Xin Wang, “Surface Brillouin scattering in transverse Anderson localization disordered optical fibers,” 2017 Opto-Electronics and Communications Conference (OECC) and Photonics Global Conference (PGC), p 4 pp., 2017
  41. Sheng Liang, Xinzhi Sheng, Shuqin Lou, Yan Feng, Kangning Zhang, “Combination of Phase-sensitive OTDR and Michelson Interferometer for Nuisance Alarm Rate Reducing and Event Identification,” IEEE Photonics Journal, Volume 8, Number 2, April 2016, 6802112.
  42. Sheng Liang, Xinzhi Sheng, Shuqin Lou, “Experimental investigation on lower nuisance alarm rate phase-sensitive OTDR using the combination of a Mach–Zehnder interferometer,” Infrared Physics & Technology, Volume 75, pp. 117–123, March, 2016.
  43. Wang Xin, Lou Shuqin, Sheng Xinzhi, Liang Sheng, “Simultaneous measurement of torsion, strain and temperature using a side-leakage photonic crystal fiber loop mirror,” Infrared Physics and Technology, vol. 76, pp. 603-607, 2016.
  44. Sheng Liang, Xinzhi Sheng, Shuqin Lou, Peng Wang, Yan Zhang, “Novel Lissajous figure based location method for fiber-optic distributed disturbance sensor,” Optik, Volume 126, Issue 23, December 2015, Pages 4362-4366.
  45. 李晓赫,梁生,钟翔.基于虚拟仪器的光纤分布式高速公路边坡落石监测预警系统[J].山东农业大学学报(自然科学版),2018,49(03):444-448.
  46. 张俊楠,娄淑琴,梁生.基于SVM算法的φ-OTDR分布式光纤扰动传感系统模式识别研究[J].红外与激光工程,2017,46(04):219-225.
  47. 梁生,盛新志,娄淑琴.基于强度调制的波带片时间透镜研究[J].中国科技论文,2016,11(14):1609-1612.
  48. 梁生，刘腾飞，盛新志，娄淑琴，张克，王鹏，张颜，刘子豪，张康宁，段紫雯，邢逸舟, 基于空间域差分的φ-OTDR光纤分布式扰动传感器定位方法研究,红外与激光工程，2016，vol 45, No. 6, pp. 0622005.
  49. 梁生,王向凯,刘子豪,盛新志,王颖,娄淑琴. 时间透镜的原理、应用以及性能和发展(英文)[J]. 红外与激光工程,2014,09:2970-2980.
  50. Sheng Liang, Xinzhi Sheng, Limei Zhang, Bin Cao, Computer-Assisted Percutaneous Renal Access Using Intraoperative Ultrasonography, Applied Mechanics and Materials, vol. 347-350, pp. 1022-1027, 2013.
  51. 梁生,盛新志,娄淑琴,陈京惠,董宏辉. 基于Lissajous图形的光纤分布式扰动传感器定位方法[J]. 红外与激光工程,2013,07:1896-1901.
  52. Sheng Liang, Zihao Liu, Xinzhi Sheng, Shuqin Lou, and Xiangkai Wang, Investigation on the Influences of Fiber Link and Laser Source on Performances of RoF Transmission with WiMAX for 16 QAM. Proc. SPIE 9233, International Symposium on Photonics and Optoelectronics 2014, 92330Y.
  53. 陈京惠,娄淑琴,梁生,王思远,盛新志,董宏辉. 基于李萨如图的光纤分布式传感系统定位方法[J]. 光电子.激光,2014,04:730-734.
  54. 李勤,张春熹,李立京,梁生,钟翔,李传生. 调制器消光比对光纤分布式扰动传感器的影响[J]. 光电子.激光,2014,04:631-636.
  55. 钟翔,张春熹,林文台,梁生. 基于小波变换的光纤周界定位系统[J]. 北京航空航天大学学报,2013,03:396-400.
  56. 王思远,娄淑琴,梁生,陈京惠. M-Z干涉仪型光纤分布式扰动传感系统模式识别方法[J]. 红外与激光工程,2014,08:2613-2618.
  57. 林文台,张春熹,李立京,梁生,钟翔,李勤,冯秀娟. 基于通信光缆的光纤油气管线预警系统[J]. 测试技术学报,2012,02:179-184.
  58. 林文台,娄淑琴,梁生. 基于新型相位载波调制解调技术的双M-Z光纤振动传感器[J]. 测试技术学报,2014,03:237-242.
  59. 张春熹,李勤,李立京,梁生,钟翔. 基于Sagnac组合型干涉仪的光纤分布式扰动传感器(英文)[J]. 红外与激光工程,2014,10:3378-3382.
  60. Sheng Liang, Chunxi Zhang, Wentai Lin, Lijing Li, Chen Li, Xiujuan Feng and Bo Lin, “Fiber-optic Intrinsic Distributed Acoustic Emission Sensor for Large Structure Health Monitoring,” Optics Letters, 34, pp. 1858-1860, (2009).
  61. Sheng Liang, Chunxi Zhang, Bo Lin, Wentai Lin, Qin Li, Xiang Zhong and Lijing Li, “Influences of Semiconductor Laser on Mach-Zehnder Interferometer Based Fiber-optic Distributed Disturbance Sensor,” Chinese Physics B, 19 (12), pp. 124217 (2010).
  62. Chunxi Zhang, Sheng Liang, Xiujuan Feng, Wentai Lin, Chen Li, Qin Li, Xiang Zhong, LijingLi, “Spectrums and Influences of Rayleigh and stimulated Brillouin scattering on fiber-optic distributed disturbance sensor,” Spectroscopy and Spectral Analysis, vol.31, No. 7, pp. 1862-1867 (2011).
  63. Sheng Liang, Swee Chuan Tjin, Nam Quoc Ngo, Chunxi Zhang, Lijing Li, “Novel tunable fiber-optic edge filter based on modulating the chirp rate of a π-phase-shifted fiber Bragg grating in transmission,” Optics Communications, 282, pp. 1363-1369, (2009).
  64. Sheng Liang, Swee Chuan Tjin, Nam Quoc Ngo, Zhengqian Luo, Yingsong Wang, Changyong Tian, “Novel Tunable Fiber Optic Edge Filter Based on Modulating Chirp Rate of π-Phase-Shifted Fiber Bragg Grating,” Photonics Global @ Singapore, 2008. IPGC 2008. IEEE 8-11, pp. 1-4, (Dec. 2008).
  65. Zhong Xiang, Zhang Chunxi, Lin Wentai, Liang Sheng, “Fiber-optic perimeter location system based on wavelet transformation, Journal of Beijing University of Aeronautics and Astronautics,” vol. 39, No.3, pp.  396-400, 2013.
  66. Chunxi Zhang, Xiujuan Feng, Sheng Liang, Chaoyang Zhang, Chuansheng Li, “Quasi-reciprocal reflective optical voltage sensor based on Pockels effect with digital closed-loop detection technique,” Optics Communications, 283, pp. 3878–3883, (2010).
  67. Wenyuan Xu, Chunxi Zhang, Sheng Liang, Lijing Li, Wentai Lin, Yusheng Yang, “Fiber-optic Distributed Sensor Based on a Sagnac Interferometer with a Time Delay Loop for Detecting Time-varying Disturbance,” Microwave and Optical Technology Letters. 51, pp. 2564-2567, (2009).
  68. Xiujuan Feng, Chunxi Zhang, Sheng Liang, Chuansheng Li, Chaoyang Zhang, “A novel digital active homodyne demodulation scheme based on square wave phase modulation for interferometric fiber-optic sensors,” Microwave and Optical Technology Letters, 53, pp. 20-23, (2011).
  69. Li Lijing, Feng Xiujuan, Li Hui, Zhang Chunxi, Liang Sheng, Li Chuansheng, “A novel interferometric fiber-optic magnetometer with double digital closed-loop detection scheme,” proceeding of 2011International Conference on Electronics and Optoelectronics, Proceedings, 4, pp. 4304-4307, (2011)
  70. Lin Wentai, Zhang Chunxi, Li Lijing, Liang, Sheng, Li Qin, Zhong Xiang, “Novel fiber-opticdistributed disturbance sensor using a modified phase generation carrier technique,” Advanced Materials Research, 282-283, pp. 697-701, (2011)
  71. Zhang Chunxi, Li Qin, Liang Sheng, Lin Wentai, Li Lijing, Zhong Xiang, “Location algorithm for multi-disturbances in fiber-optic distributed disturbance sensor using a Mach-Zehnder interferometer,” Proc. 9th International Conference on Optical Communications and Networks, ICOCN 2010,pp. 103-107, (2010)
  72. Xu Wenyuan, Liang Sheng, Li Lijing, “Nonlinear fiber-optic Sagnac interferometer based all-optical logic gate,” IET Conference Publications, v 2010, n 574 CP, p 218-221, 2010, 9th International Conference on Optical Communications and Networks, ICOCN 2010
  73. Bo Lin, Swee Chuan Tjin, Nam Quoc Ngo, Yufeng Song, Sheng Liang, Li Xia, and Meng Jiang, “Analysis of inverse-Gaussian apodized fiber Bragg grating,” Applied Optics, 49, pp. 4715-4722, (2010).
  74. Bo Lin, Han Zhang, Swee Chuan Tjin, Dingyuan Tang, Jianzhong Hao, Chia Meng Tay, and Sheng Liang, “Inverse-Gaussian apodized fiber Bragg grating for dual-wavelength lasing,” Applied Optics, 49, pp. 1373-1377, (2010).
  75. Lin, Bo, Tjin, Swee Chuan; Zhang, Han; Tang, Dingyuan; Liang, Sheng; Hao, Jianzhong; Dong, Bo, “Dual-wavelength single-longitudinal-mode erbium-doped fiber laser based on inverse-Gaussian apodized fiber Bragg grating and its application in microwave generation,” Optical Fiber Technology,17, pp. 120-123, (2011)
  76. Lin Bo, Tjin Swee Chuan, Zhang Han, Tang Dingyuan, Liang Sheng, Hao Jianzhong, Dong Bo, “Inverse-Gaussian apodized fiber Bragg grating for microwave generation,” 2010 Photonics Global Conference, PGC 2010, 2010,2010 Photonics Global Conference, PGC 2010

专著/译著


[1]分布式光纤温度计校准规范(JJF 1630-2017)，张克，陈乐，刘莹，张丽萍，梁生，马晓春，董亮。国家质量监督检验检疫总局，2017年9月26日发布
[2]能源计量与节能检测技术基础，书号：2013-01-013-B2，中国质检出版社，副主编
[3]温度数字仪表原理，书号：9787502640323，中国质检出版社，中国标准出版社，副主编


专利

[1]   孟凡超,  赵一鸣, 丁进敏,  赵小艇,  侯晨阳,  梁生. 基于串联神经网络的空芯反谐振光纤逆向设计方法及系统, 申请号: 2022116252863
[2]   孟凡超,  赵一鸣,  刘鸿维, 丁进敏,  赵小艇, 侯晨阳,  梁生. 一种高双折射空芯反谐振光纤的实现方法, 申请号: 2023102111968

[3]     朱宇昂，梁生，赵小艇，曹寅，李琳，许桐楷，刘峰，彭俐，一种增强牙根管ROI辨识模型的区分度的方法，发明专利，202111148368

[4]     赵小艇，梁生，朱宇昂，李琳，曹寅，许桐楷，刘峰，彭俐，一种基于深度学习的曲面断层片牙位识别方法，发明专利，202111123166

[5]     梁生，刘腾飞，盛新志，娄淑琴，王鹏，张颜，刘子豪，张康宁，段紫雯，邢逸舟，基于φ-OTDR 光纤分布式扰动传感器的扰动判断方法和装置，发明专利，201510268797.8

[6]     梁生，刘子豪，盛新志，王向凯，刘腾飞，一种单原子的探测方法及装置发明专利， 201410459113.8

[7]     梁生, 盛新志, 娄淑琴, 陈京惠, 王思远, 吴重庆, 王智, 王健, 刘岚岚, 李政勇, 张丽梅, 一种光纤分布式扰动传感器定位方法发明专利，201310060596.X

[8]     梁生, 盛新志, 娄淑琴, 王思远, 陈京惠, 一种光纤分布式扰动传感器模式识别的方法，发明专利，201310125329.6

[9]     张春熹，李彦，李立京，杨德伟，欧攀，徐宏杰，张晞，张曦雯，梁生，许文渊，一种功率可调的近高斯谱掺铒超荧光光纤光源，发明专利，ZL 200810103511.0

[10]     许文渊，梁生，李慧，张春熹，李立京，张晞，林文台，杨玉生，萨格奈克干涉仪光纤分布式扰动传感器及其扰动定位方法，发明专利，ZL200910078964.7

[11]    张春熹，许文渊，梁生，李立京，张晞，林文台，杨玉生，基于萨格奈克干涉仪的光纤分布式扰动传感器，发明专利，ZL200910078963.2

[12]  张春熹，梁生，林文台，李琛，杨玉生，李立京，张晞，李彦，光纤分布式扰动传感器及其实现扰动定位的方法，发明专利，200910076263.X

软件著作权

获奖与荣誉


  • 2017年度北京市教学成果二等奖，强化科学素质和能力，构建“大物理”系列教学平台，张兴华/郑凯/梁生/朱亚彬/王波波/刘斌/彭继迎/陈征/蔡天芳/王智
  • 2018年北京交通大学理学院教师教学贡献一等奖
  • 2017年北京交通大学理学院教师教学贡献二等奖



社会兼职

SCI期刊《Optics Letters》、《Optics Express》、《IEEE Photonics Journal》、《Journal of Lightwave Technology》、《Optical and Quantum Electronics》审稿人；

EI期刊《红外与激光工程》审稿人；

POTE2013国际会议组委会秘书；

北京电视台《这是为什么》栏目嘉宾；

北京市“翱翔计划”导师；

北京市科协青少年科技中心“明天小小科学家”指导教师；

《龙湖葡醍大讲堂》特聘客座讲师。