全职导师

2009.09 – 2015.07   中国石油大学 (华东)               油气井工程                博士

2013.09 – 2014.10   美国宾夕法尼亚州立大学     地球与矿产科学         访问学者

2005.09 – 2009.07   中国石油大学 (华东)                石油工程                  学士                                    

2023.03-至今               上海交通大学                                           助理教授/副教授                           

2019.08 – 2022.08      英国华威大学(University of Warwick)         Marie Curie Research Fellow        

2015.09 – 2019.07      中国石化石油工程技术研究院                      副研究员/博士后                  

• CO₂地质利用与封存
• H₂大规模地下存储
• AI+现场数据驱动的基础理论研究
• AI算法在地质工程中的应用
• 深地空间评价与非常规资源开发

欢迎相关专业和感兴趣的同学就以上研究方向交流！

• 2026-2028    科技部重点研发，  玄武岩高效封存CO2的矿化机理及关键技术，  参与
• 2025-2026    中石油长庆油田，  超低渗油藏CO2驱储层物性变化及岩石力学测试，  主持
• 2025-2026    中石化勘探开发数智技术重点实验室，  压裂泵注实时优化与风险预警闭环调控， 主持
• 2025-2026    中石油勘探院提高采收率全国重点实验室，高效开采煤岩气多尺度孔隙传质与智能控制， 主持
• 2024-2027    国家自然基金面上，页岩人工裂缝 支撑剂填 充与压力响应机制的跨尺度研究，主持
• 2024-2025   国家重点实验室开放基金（重点项目），页岩压裂加砂实时监测与控制理论研究，主持
• 2019-2022    欧盟玛丽居里学者个人资助(H2020-MSCA-IF, €320,000), Carbon fracturing and storage in shale with wellbore infrastructure monitoring, 主持
• 2017-2019    中石化重点攻关项目（¥800万），深层页岩多尺度裂缝压裂技术，主持
• 2012-2014    中央高校基本科研业务费专项资金，超临界CO₂压裂支撑剂沉降和运移规律研究，主持
• 2016-2019    国家科技重大专项，彭水地区常压页岩气勘探开发示范工程, 参与
• 2013-2016    国家自然基金重点项目，非常规油气储层超临界二氧化碳压裂工程 ，参与
• 2011-2014    国家自然基金重点项目，超临界二氧化碳在非常规储层中应用的基础研究，参与

1. Liu, W., Hou, L.*, et al (2026). Machine learning-inspired process-based models for adsorption selectivity between CO2 and CH4 on coal. Journal of Energy Chemistry.

2. Zhang, Z., Hou, L.*,et al (2026). Ensemble Kalman Filter-Driven Adaptive Modeling for Real-Time Pressure Forecasting. Engineering Applications of Artificial Intelligence 172.

3. Hou, L., et al (2025). A transfer learning approach for cross-area hydraulic fracturing pressure prediction, Gas Science and Engineering, 144.

4. Hou, L., et al (2025). A physics-boosted transfer learning framework for fracturing pressure prediction with scarce data, Geoenergy Science and Engineering, 257.

5. Hou, L.*, Ren, J., Zhang, L., Bian X., Sun H., Cheng Y., Wang W. (2024). A data-driven strategy for pre-fracturing design of pump rate in deep shale gas fracturing. Gas Science and Engineering.

6. Hou, L.*, Elsworth, D.; Gong, P.; Bian, X.; Zhang, L. (2024). Integration of Real-Time Monitoring and Data Analytics to Mitigate Sand Screenouts During Fracturing Operations. SPE Journal.

7. Hou, L.*, Zhou, L., Elsworth, D., Wang S., Wang W. 2024). Prediction of fracturing pressure and parameter evaluations at field practical scales. Rock Mechanics and Rock Engineering.

8. Hou, L.*, Elsworth, D., Zhang, L., Gong, P., Liu, H. (2024). Recalibration of CO2 storage in shale: prospective and contingent storage resources, and capacity. Energy, 290.

9. Hou, L., Elsworth, D., Wang, J., Zhou, J., Zhang, F. (2024). Feasibility and prospects of symbiotic storage of CO2 and H2 in shale reservoirs. Renewable and Sustainable Energy Reviews, 189: p. 113878.                               (IF: 15.9)

10. Hou, L., et al (2023). Post-Fracturing Evaluation of Fractures by Interpreting the Dynamic Matching Between Proppant Injection and Fracture Propagation. in 57th U.S. Rock Mechanics/Geomechanics Symposium.

11. Zhang, J., Zhang, N., Sun, X., Zhong, J., Wang, Z. *, Hou, L. **, Li, S., & Sun, B. (2023). Pore-scale investigation on methane hydrate formation and plugging under gas–water flow conditions in a micro-model. Fuel, 333.

12. Hou, L., Elsworth, D.*, Zhang, F., et al (2023). Evaluation of proppant injection based on a data-driven approach integrating numerical and ensemble learning models, Energy, 264.                                           

13. Hou, L.*, Ren, J., Fang, Y., et al. (2022) Data-driven optimization of brittleness index for hydraulic fracturing, International Journal of Rock Mechanics and Mining Sciences, 159.           

14. Hou, L.*, Wang, X., et al. (2022) Evaluating essential features of proppant transport at engineering scales combining field measurements with machine learning algorithms, Journal of Nature Gas Science and Engineering, 107. 

15. Hou, L., Elsworth, D., Xiaoyu, W. (2022) An indirect method of fracturing pressure interpretation based on data-driven workflows, Paper presented at 83rd EAGE Annual Conference & Exhibition, Madrid, Spain.

16. Hou, L.*, Cheng, Y., Elsworth, D, et al. (2022). Prediction of the continuous probability of sand screenout based on a deep learning workflow, SPE Journal, 27.

17. Hou, L.*, Cheng, Y., Wang, X., et al (2022). Effect of slickwater-alternate-slurry injection on proppant transport at field scales: A hybrid approach combining experiments and deep learning, Energy, 242.

18. Hou, L.*, Zhang, S., Elsworth, D., et. Al. (2021). Review of fundamental studies of CO₂ fracturing: fracture propagation, propping and permeating. Journal of Petroleum Science and Engineering, 205.   

19. Hou, L.*, Elsworth, D. (2021). Mechanisms of tripartite permeability evolution for supercritical CO₂ in propped shale fractures. Fuel, 292.

20. Hou, L.*, Elsworth, D.*, Geng, X. (2020). Swelling and embedment induced by sub- and super-critical-CO₂ on the permeability of propped fractures in shale. International Journal of Coal Geology, 225. 

21. Hou, L., Bian, X., Geng, X., Sun, B., Liu, H., et. Al. (2019). Incipient motion behavior of the settled particles in supercritical CO₂. Journal of Natural Gas Science and Engineering, 68.

22. Hou, L., Jiang, T., Liu, H., Geng, X., Sun, B., et. Al. (2017). An evaluation method of supercritical CO₂ thickening result for particle transporting. Journal of CO2 Utilization, 21. 

23. Hou, L., Sun, B., Geng, X., Jiang, T., & Wang, Z. (2017). Study of the slippage of particle/supercritical CO₂ two-phase flow. The Journal of Supercritical Fluids, 120.

24. Hou, L., Sun, B., Wang, Z., & Li, Q. (2015). Experimental study of particle settling in supercritical carbon dioxide. The Journal of Supercritical Fluids, 100.     

《碳捕集、利用与封存》（英文），研究生，2024春季/秋季

《碳捕集、利用与封存》（英文），研究生，2025春季/秋季

1. 一种尺度修正的室内实验模拟方法                    专利号: 201810057365.6           发明专利
2. 超临界CO₂增粘携砂效果评价实验装置和方法    申请号: 2018101295183            发明专利
3. 超临界二氧化碳输送模拟实验装置                    专利号: 201210172246.8           发明专利
4. 一种深层页岩气高能电弧复合体积压裂方法        专利号: 201711209998.6           发明专利
5. 一种深层页岩气“V”型压力曲线的压裂方法      专利号: 201710493684.7           发明专利
6. 一种深层复杂页岩气的体积压裂方法                  专利号: 201711210031.X          发明专利
7. 一种多尺度裂缝的造缝方法                              专利号: 201710498818.4           发明专利

• 中国岩石力学与工程学会国际事务处副秘书长（2023-至今）
• 英国碳捕集与存储研究中心学术会员（UK Carbon Capture and Storage Research Centre, Academic Member）；
• 欧盟委员会基金/国家自然基金委评审专家;
• 英国WSS能源咨询公司技术顾问 (兼职) ；
• Gas Science and Engineering、Carbon Neutrality和Rock Mechanics Bulletin 期刊青年编委；
• 美国石油工程师协会会员 (Society of Petroleum Engineers, SPE)；
• 欧洲地质学家与工程师学会会员 (European Association of Geoscientists & Engineers, EAGE) ；
• 美国岩石力学学会会员（American Rock Mechanics Association, ARMA）
• Int J Rock Mech Min Sci等期刊审稿人。

• 教育部人才专项计划                                                             2024
• 上海市领军人才计划                                                             2022
• 欧盟委员会H2020“玛丽·居里”人才计划                              2019
• 中国石化石油工程技术研究院科技进步一等奖                        2018
• 中国石化石油工程技术研究院院长创新基金项目二等奖           2017