师资队伍
师资队伍
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
欢迎相关专业和感兴趣的同学就以上研究方向交流！
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.
Zhang, Z., Hou, L.*,et al (2026). Ensemble Kalman Filter-Driven Adaptive Modeling for Real-Time Pressure Forecasting. Engineering Applications of Artificial Intelligence 172.
Hou, L., et al (2025). A transfer learning approach for cross-area hydraulic fracturing pressure prediction, Gas Science and Engineering, 144.
Hou, L., et al (2025). A physics-boosted transfer learning framework for fracturing pressure prediction with scarce data, Geoenergy Science and Engineering, 257.
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.
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.
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.
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.
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)
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.
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.
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.
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.
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.
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.
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.
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.
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.
Hou, L.*, Elsworth, D. (2021). Mechanisms of tripartite permeability evolution for supercritical CO2 in propped shale fractures. Fuel, 292.
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.
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.
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.
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.
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
