Faculty
Sept 2005-July 2015 China University of Petroleum (East China) Bachelor and Ph. D
Sept 2013-Oct 2014 Pennsylvania State University Visiting Scholar
Mar 2023 – present Shanghai Jiao Tong University Assistant Professor
Aug 2019 – Aug 2022 The University of Warwick Marie Curie Research Fellow
Sep 2017 – Jul 2019 SINOPEC Research Institute of Petroleum Engineering (SRIPE) Associate Research Fellow
Aug 2015 – Sep 2018 SRIPE & China University of Petroleum (Beijing) Postdoctoral Fellow
- CO2 Capture, Utilization and Storage
- Underground H2 storage
- AI-based fundamental research
- Application of AI algorithm to field engineering
- Low carbon geo-energy exploitation
- 2024-2027 National Natural Science Foundation of China: A cross-scale study of proppant filling and pressure response mechanism in shale artificial fractures
- 2019-2022 H2020-MSCA-IF: Carbon fracturing and storage in shale with wellbore infrastructure monitoring (No. 846775) 320,000 EUR In-charge
- 2017-2019 SINOPEC Key Project of Ministry of Science and Technology: Multi-scale fracturing technique for deep shale gas reservoir (P17014-6) 8,000,000 RMB In-charge
- 2012-2014 The Fundamental Research Funds for the Central Universities: Fundamental study of particle settling and flowing in supercritical CO2 In-charge
- 2016-2019 National major science and technology projects: Demonstration project of normal pressure shale gas exploration in Pengshui area (No. 2017ZX05005) Participate
- 2013-2016 Major Projects of National Natural Science Foundation of China: Supercritical CO2 fracturing engineering in the unconventional natural gas reservoir (No. U1262202) Participate
- 2011-2014 Major Projects of National Natural Science Foundation of China: Fundamental research on supercritical CO2 utilization in the unconventional reservoir (No. 51034007) Participate
- 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.
Carbon Resources Circular Technology, Postgraduate, 2024 spring/autumn
- A method for the up-scaling of indoor experiments Patent No. 201810057365.6
- Apparatus for evaluating thickened CO2 for proppant transport Application No. CN110132959A
- A V-shape fracturing curve technic for deep-shale fracturing Patent No. 201710493684.7
- A method of multi-scale fracture stimulation Patent No. 201710498818.4
- A high energy arc composite fracturing technique for deep shale gas Patent No. 201711209998.6
- Apparatus for Proppant Transport Research Using CO2 Patent No. 201210172246.8
- A method of complex deep shale gas volumetric fracturing Patent No. 201711210031.X
- Academic Member of UK Carbon Capture and Storage Research Centre
- Registered expert for EU fundings
- Advisor at WSS Energy Consulting Limited (Part-time)
- Youth Editorial Board Member of Carbon Neutrality
- Member of Society of Petroleum Engineers (SPE)
- Member of European Association of Geoscientists & Engineers (EAGE)
- American Rock Mechanics Association (ARMA)
- Reviewer for Fuel, Int J Rock Mech Min Sci, among others.
- European Commission Marie Curie Individual Fellowship Award 2019
- First prize of technology advancement award at SRIPE (SINOPEC) 2018
- Second Prize in innovation project competition at SRIPE (SINOPEC) 2017