个人简介 | Bio

冯宇，ylzzcom永利总站线路检测副教授、博士生导师、隧道工程灾变防控与智能建养全国重点实验室固定研究人员。主要从事低碳能源系统（碳封存、海上风电和增强型地热）地下过程的多场耦合模拟、不确定性量化、风险评估及人工智能方法研究，在国内外权威学术期刊累计发表论文50余篇。担任中国岩石力学与工程学会国际事务秘书处副秘书长、工程地质力学分会理事，国际土力学与岩土工程学会 (ISSMGE) 机器学习与大数据委员会TC309和风险评估与技术管理委员会TC304通讯委员，国际岩土工程机器学习发展理事会 (FOMLIG Council) 青年委员以及学术期刊《Rock Mechanics Bulletin》、《Intelligent Geoengineering》和《Green and Smart Mining Engineering》的青年编委等。

长期招聘硕士博士研究生、博士后及访问学生，开展低碳能源领域的地下过程数值模拟、不确定性量化、风险评估及AI方法应用的研究工作，欢迎具有固体地球物理学、土木/岩土工程、地质/矿业工程、计算力学、统计与数据科学等相关背景的优秀学生和学者们来信咨询或建立合作联系。

Hiring PhD, postdoctoral fellows and visiting scholars for AI-assisted multiphysics simulation & uncertainty quantification of subsurface processes in sustainable energy systems.

研究兴趣 | Research Interests

  • 碳封存模拟与风险评估 | CO2 storage simulation and risk assessment

  • 海上风电场地表征 | Offshore wind site characterisation

  • 诱发地震预测与风险管控 | Prediction and risk management of induced seismicity

  • 深部地应力场反演 | In-situ stress field modelling

  • 不确定性量化、贝叶斯统计、数据融合、随机过程 | Uncertainty, Bayes inference, Data fusion, Stochastic modelling

教育背景 | Education

  • 2016.09–2021.03    博士｜加拿大多伦多大学 (University of Toronto)/ylzzcom永利总站线路检测

  • 2013.09–2016.01    硕士｜北京科技大学/土木与环境工程学院

  • 2009.09–2013.06    学士｜北京科技大学/土木与环境工程学院

工作经历 | Work Experience

  • 2024.01–至今          副教授｜ylzzcom永利总站线路检测/ylzzcom永利总站线路检测

  • 2022.09–2024.01    博士后｜挪威岩土工程研究所 (Norwegian Geotechnical Institute)/海洋能源部门

  • 2021.04–2022.09    博士后｜南方科技大学-ETH Zurich/风险分析预测与管控研究院

  • 2016.09–2020.12    科研助理、教学助理｜加拿大多伦多大学

科研项目 | Research Projects

  • 2026.01–2028.12  国家自然科学基金青年科学基金项目，融合多源信息的深部工程地应力场贝叶斯反演与不确定性量化框架研究，主持

  • 2025.07–2026.06  企业委托项目，广东招鑫石业有限公司开平市月山北二牛山粉砂岩矿区稳定性分析，主持

  • 2024.12–2025.07  中国科协全国学会服务国家战略专项项目，“双碳”背景下碳封存模式及技术路线图，参与

  • 2022.04–2024.03  深圳市优秀科技创新人才培养项目（博士启动），基于贝叶斯统计方法的地应力估计不确定性的量化和改善研究，主持

  • 2022.03–2023.12  挪威岩土所海上风电行业联合研究项目，基于CPT的海上风电场土体参数贝叶斯表征方法研究，技术负责人

  • 2021.10–2024.12  欧盟"地平线2020"ERA-NET项目，应力历史与储层压力对CO2封存泄漏风险的影响机制及改进量化方法研究，参与

  • 2021.08–2026.08  广东省海外博士后人才支持项目，基于贝叶斯多源数据融合方法的深部地应力估计改善及不确定性量化，主持

学术兼职 | Academic Services

  • 中国岩石力学与工程学会/国际事务秘书处，副秘书长

  • 中国岩石力学与工程学会/工程地质力学分会，理事

  • 中国岩石力学与工程学会/青年工作委员会，委员

  • 国际岩土工程机器学习发展理事会 (FOMLIG Council)，青年委员

  • 国际岩土工程安全学会 (GEOSNet)，委员

  • 国际地质灾害与减灾协会（ICGdR）标准化专委会，委员

  • 国际土力学与岩土工程学会 (ISSMGE)/机器学习与大数据委员会 (TC309)，通讯委员

  • 国际土力学与岩土工程学会 (ISSMGE)/风险评估与技术管理委员会 (TC304)，通讯委员

  • 中国土木工程学会/工程风险与保险研究分会，青年委员

  • 期刊Georisk，客座编辑

  • 期刊Rock Mechanics Bulletin，青年编委、客座编辑

  • 期刊Green and Smart Mining Engineering，青年编委

  • 期刊Intelligent Geoengineering，青年编委、客座编辑

  • 期刊Scientific Reports，编委

获奖及荣誉 | Honours & Awards

  • 2025.08  第一届应急管理部应急管理科技创新奖，二等奖（R7）

专利与软著 | Patents & Software

  1. 魏文凯, 冯宇*, 焦玉勇, 段宏飞. CO2封存数据参数分析平台: V1.0[软件著作]. 2025SR1127875. 2025-07-01.

  2. 冯宇, 田小宽, 焦玉勇, 赵红芬. 基于CPT的海上风电场小应变剪切模量的贝叶斯分层概率预测方法: ZL202411872440.6[发明专利]. 2025-07-29.

部分期刊论文 | Selected Publications (Full list：ResearchGate，Google Scholar)

  1. Zhao, H. F., Mo, J. B., & Feng, Y.* (2025). Probabilistic analysis of suction caisson foundations for offshore wind turbines under lateral loading considering spatial variability of the critical state stress ratio via SANISAND-MS model. Computers and Geotechnics, 188, 107600.

  2. Feng, Y., Bozorgzadeh, N.*, & Klinkvort, R. (2025). Bayesian hierarchical modelling for high-resolution probabilistic characterisation of small strain shear modulus from offshore CPT. Computers and Geotechnics, 188, 107584.

  3. Yang, Z. Y., Qi, X. H., Feng, Y.*, Li, X. Y., & Liu, Y. (2025). Characterizing soil properties heterogeneity in complex tectonic regions using anisotropic random fields with nonlinear variation directions. Engineering Geology, 356, 108285.

  4. Cai, W., Gao, K.*, Ai, S., Zhang, S., & Feng, Y.* (2025). A 2D continuous-discontinuous heat transport model considering thermal cracking for the combined finite-discrete element method (FDEM) using node binding scheme. Engineering Fracture Mechanics, 326, 111365.

  5. Liu, J. Z., Feng, Y.*, & Jiao Y. Y.* (2025). The phlogiston theory of rock mass classification: philosophical and mathematical critique of ordinal data usage. Rock Mechanics Bulletin, 4(3), 100205.

  6. Yin, Y., Song, M. X., Feng, Y.*, Liu, Z. Q., Chen, X. H., & Sun, Q.* (2025). Theoretical and numerical investigation of the effects of in-situ stresses and dual-borehole combinations in eccentric decoupled charge blasting. Rock Mechanics Bulletin, 4(2), 100191.

  7. Yang, Z. Y., Chen, J. X., Feng, Y.*, & Li, X. Y. (2025). Probabilistic analysis of offshore single pile composite foundation considering rotated anisotropy spatial variability of multi-layered soils. Computers and Geotechnics, 182, 107159.

  8. Li, J., Sornette, D., & Feng, Y.* (2025). Estimating earthquake early warning effectiveness via blind zone sizes: a case study of the new seismic network in Chinese mainland. Natural Hazards, 121, 7783-7809.

  9. Shi, Y., Zhang, Z.*, Xue, C., & Feng, Y. (2024). Machine learning prediction of co-seismic landslide with distance and azimuth instead of peak ground acceleration. Sustainability, 16(19), 8332.

  10. Cai, W., Gao, K.*, Qiao, Y., Ai, S., & Feng, Y. (2024). A 2D continuous-discontinuous unified pore-fracture seepage model for hydro-mechanical coupling in the combined finite-discrete element method (FDEM) using node binding scheme. Computers and Geotechnics, 173, 106517.

  11. Li, N., Zou, G.*, Feng, Y., & Ali, L. (2024). Probabilistic prediction of floating offshore wind turbine platform motions via uncertainty quantification and information integration. Journal of Marine Science and Engineering, 12(6), 886.

  12. Bozorgzadeh, N.*, & Feng, Y. (2024). Evaluation structures for machine learning models in geotechnical engineering. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards,18(1), 52-59. 

  13. Huang, W., Gao, K.*, & Feng, Y. (2024). Predicting stick-slips in sheared granular fault using machine learning optimized dense fault dynamics data. Journal of Marine Science and Engineering, 12(2), 246.

  14. Feng, Y.*, Gao, K., & Lacasse, S. (2024). Bayesian partial pooling to reduce uncertainty in overcoring rock stress estimation. Journal of Rock Mechanics and Geotechnical Engineering, 16(4), 1192-1201.

  15. Feng, Y.*, Mignan, A., & Sornette, D. (2022). Investigating injection pressure as a predictor to enhance real-time forecasting of fluid-induced seismicity: A Bayesian model comparison. Seismological Research Letters, 94(2A), 708-719.

  16. Li, X., Gao, K.*, Feng, Y., & Zhang, C. (2022). 3D geomechanical modeling of the Xianshuihe fault zone, SE Tibetan Plateau: Implications for seismic hazard assessment. Tectonophysics, 839, 229546.

  17. Wu, S., Gao, K.*, Feng, Y.*, & Huang, X. (2022). Influence of slip and permeability of bedding interface on hydraulic fracturing: A numerical study using combined finite-discrete element method. Computers and Geotechnics, 148, 104801.

  18. Feng, Y.*, Mignan, A., Sornette, D., & Li, J. (2022). Hierarchical Bayesian modeling for improved high-resolution mapping of the completeness magnitude of earthquake catalogs. Seismological Research Letters, 93(4), 2126–2137.

  19. Feng, Y., Gao, K.*, Mignan, A., & Li, J. (2021). Improving local mean stress estimation using Bayesian hierarchical modelling. International Journal of Rock Mechanics and Mining Sciences, 148, 104924.

  20. Feng, Y.*, Harrison, J. P., & Bozorgzadeh, N. (2021). A Bayesian approach for uncertainty quantification in overcoring stress estimation. Rock Mechanics and Rock Engineering, 54, 627-645.

  21. Feng, Y.*, Bozorgzadeh, N., & Harrison, J. P. (2020). Bayesian analysis for uncertainty quantification of in situ stress data. International Journal of Rock Mechanics and Mining Sciences, 134, 104381.

  22. Feng, Y.*, Harrison, J. P., & Bozorgzadeh, N. (2019). Uncertainty in in situ stress estimations: a statistical simulation to study the effect of numbers of stress measurements. Rock Mechanics and Rock Engineering, 52(12), 5071-5084.

  23. Zhu, Q.*(co-first), Feng, Y. (co-first), Cai, M., Liu, J., & Wang, H. (2017). Interpretation of the extent of hydraulic fracturing for rockburst prevention using microseismic monitoring data. Journal of Natural Gas Science and Engineering, 38, 107-119.

     

最后更新：2025/09/01