Mohamed Soliman
William C. Miller Endowed ProfessorDr. Soliman is the William C. Miller endowed professor. He is a distinguished member of SPE and a licensed professional engineer in Texas. He is also a fellow of the National Academy of Inventors (NAI). He has authored and co-authored more than 250 technical papers and holds 35 patents. He is also editor of “Fracturing Horizontal Wells” published by McGraw Hill in July 2016. His areas of interest include well test analysis, diagnostic testing, fracturing and numerical simulation.
Wavelet Transform Applications for Upstream Operations
The upstream oil and gas industry is awash with data, but much of its richness remains underutilized. Traditional workflows often rely on simplified assumptions that overlook nonlinear behaviors, shifting flow regimes, and complex interactions across scales. To bridge this gap, we are turning to the wavelet transform as a powerful, assumption-free tool that works directly on oilfield signals.
Why It Matters
Conventional physics-based models rest on restrictive assumptions that miss real-world complexity, while purely statistical approaches are limited by data coverage. What the industry needs is a generic solution—one that treats each oilfield operation as a dynamic system, transforming inputs like pressure or rate into outputs in real time.
Wavelet transforms are uniquely suited to capture the full complexity of oilfield signals. They can analyze any type of data-whether time, depth, or seismic-without oversimplification. In today’s digital oilfield, where drilling, fracturing, and monitoring generate torrents of signals, this capability is truly game-changing.
Path to Scale
The mission is clear: democratize access to diagnostics, empower on-site decision-making, and enable continuous improvement at scale. By standardizing workflows, automating analysis, and integrating machine learning, wavelet-based methods create a pathway from high-end diagnostics to everyday practice across all fracture treatments.
The roadmap is simple but transformative: Standardization → Automation → Integration → Scalability → Continuous Improvement.
Real-World Applications
Wavelet-based solutions are already being applied across the upstream lifecycle, including:
- Hydraulic fracturing diagnostics
- Diagnostic Fracture Injection Tests (DFIT) interpretation
- Water hammer analysis
- Stimulated Reservoir Volume (SRV) estimation
- Inter-well connectivity studies
- Drilling signal analysis
The Big Picture
By working directly on signals instead of assumptions, wavelet transforms open the door to more accurate, scalable, and adaptive diagnostics. The result: smarter operations, more resilient reservoirs, and a step toward a fully digital and data-driven oilfield.
Webinars
Wed(NSI)day – 4/30/25 – Decoding Induced Fracture Complexity: Water Hammer Damping Analysis with Continuous Wavelet Transform
Wed(NSI)day – 2/19/25 – Advanced Techniques for Real-Time Fracture Event Detection from Treating Pressure Analysis
Diagnostic Testing using Wavelet Analysis, Dr. Ali Rezaei
ARMA HFC 2025: HF Characterization Using Continuous Wavelet Transform, Mohamed Adel Gabry 08/07/2025
Pulsed Power Plasma Stimulation
Pulsed Power Plasma Stimulation (3PS) is advancing as a next-generation field stimulation technology, offering a waterless, low-impact alternative to hydraulic fracturing. By releasing high-voltage plasma discharges downhole, the method generates ultrafast shockwaves-measured up to 100,000 psi within microseconds-to fracture tight and crystalline rocks.
Why It Matters
Unlike conventional hydraulic fracturing that consumes millions of gallons of water, 3PS delivers powerful fracture initiation with minimal chemicals-reducing environmental footprint and induced seismic risks. It can also be integrated with hydraulic fracturing to lower treating pressures and help prevent proppant screenouts.
Field Insights
Recent laboratory and field experiments confirm 3PS can:
- Enhance porosity and permeability in sandstone, limestone, and granite around created fractures.
- Create controlled complex fracture networks, depending on perforation design and electrode orientation.
- Achieve extended treatment radius when combined with hydraulic fracturing fluid, as both with same base fluid, improving efficiency in tight formations.
Looking Ahead
Plasma-based stimulation technlology is ready for field deployment via coiled tubing, with surface capacitor banks and special fluids downhole enabling flexible, high-intensity discharges. Designed for durability in harsh downhole environments, these systems integrate seamlessly with existing completion operations either hydraulic fracturing or acid stimulation.
Bottom line: Pulsed Power Plasma Stimulation shows strong promise as a scalable, environmentally responsible alternative for field stimulation, expanding productivity while reducing water use and surface footprint.
Enhanced Geothermal Systems Optimization
This project is paving the way for the next generation of Enhanced Geothermal Systems, with a focus on unlocking new methods to optimize energy extraction from mid-to-deep reservoirs. The goal is to advance geothermal energy as a reliable, scalable, and sustainable part of the global energy mix.
Bringing together cutting-edge science, advanced modeling, and fresh innovation, the initiative aims to tackle long-standing challenges in geothermal development. While details remain under wraps, the research is designed to reshape how heat is harnessed from the subsurface, setting the stage for more efficient and adaptable geothermal solutions.
Geothermal energy holds enormous promise, but realizing its full potential requires new strategies and smarter approaches. This project is laying that foundation for the future.
Selected Publications
- Soliman, M. Y. (2019). Fracturing treatment of subterranean formations using shock waves (U.S. Patent No. 10,309,202). United States Patent and Trademark Office. https://trea.com/information/fracturing-treatment-of-subterranean-formations-using-shock-waves/patentgrant/29ce7583-66a3-4393-8e09-2e2e7f33d240
- Nguyen, S. T., El-Tayeb, M. E.-S., Gabry, M. A., & Soliman, M. Y. (2025). Pulsed power plasma stimulation: A comprehensive review and field insights. Energies, 18(13), 3334. https://doi.org/10.3390/en18133334
- Soliman, M. Y., Rezaei, A., Khalaf, M., Gordon, P., & Cipolla, C. (2024). Pulse power plasma stimulation: A technique for waterless fracturing, enhancing the near wellbore permeability, and increasing the EUR of unconventional reservoirs. Journal of Natural Gas Science and Engineering, 122, 205201. https://doi.org/10.1016/j.jgsce.2023.205201
- Khalaf, M., Soliman, M., Farouq-Ali, S. M., Cipolla, C., & Dusterhoft, R. (2024). Experimental study on pulsed plasma stimulation and matching with simulation work. Applied Sciences, 14(11), 4752. https://doi.org/10.3390/app14114752
- Awad, M. M., Eltaleb, I., & Soliman, M. Y. (2024). Experimental study of energy design optimization for underwater electrical shockwave for fracturing applications. Geosciences, 14(1), 24. https://doi.org/10.3390/geosciences14010024
- Rezaei, A., Siddiqui, F., Awad, M. M., Mansi, M., Gordon, P., Callen, N., House, W., & Soliman, M. Y. (2020, June 28–July 1). Pulse plasma stimulation: Effect of discharge energy on rock damage under various confining stresses. In Proceedings of the ARMA US Rock Mechanics/Geomechanics Symposium (ARMA-2020-1572). ARMA. https://onepetro.org/ARMAUSRMS/proceedings/ARMA20/ARMA20/ARMA-2020-1572/447737
- Xiao, Y. (2017). Pulsed power plasma stimulation – Experimental and numerical study on single-pulse test (Doctoral dissertation, Texas Tech University). Texas Tech University Libraries. https://ttu-ir.tdl.org/items/1e6c3e66-d822-472c-9b22-20624305e8c9
- Rezaei, A., Siddiqui, F., Callen, N., Gordon, P., House, W., & Soliman, M. Y. (2020, February 4–6). Pulsed power plasma to enhance near wellbore permeability and improve well performance. In Proceedings of the SPE Hydraulic Fracturing Technology Conference and Exhibition (SPE-199753-MS). Society of Petroleum Engineers. https://onepetro.org/SPEHFTC/proceedings/20HFTC/20HFTC/D021S006R005/446162
- Xiao, Y., House, W., Unal, E., & Soliman, M. Y. (2018, July). Pulsed power plasma stimulation technique – Experimental study on single pulse test for fractures initiation. In Proceedings of the SPE/AAPG/SEG Unconventional Resources Technology Conference (URTeC-2881050). Society of Petroleum Engineers. https://doi.org/10.15530/URTEC-2018-2881050
- Gabry, M., Ramadan, A., & Soliman, M. Y. (2025). Estimating water hammer damping ratios using continuous wavelet transform for induced hydraulic fracture complexity characterization. SPE Journal. https://doi.org/10.2118/225459-PA
- Gabry, M. A., Eltaleb, I., Ramadan, A., Rezaei, A., & Soliman, M. Y. (2024). Hydraulic fracture closure detection techniques: A comprehensive review. Energies, 17(17), 4470. https://doi.org/10.3390/en17174470
- Gabry, M. A., Gharieb, A., Soliman, M. Y., Eltaleb, I., Farouq-Ali, S. M., & Cipolla, C. (2024). Advanced deep learning for microseismic events prediction for hydraulic fracture treatment via continuous wavelet transform. Geoenergy Science and Engineering, 242, 212983. https://doi.org/10.1016/j.geoen.2024.212983
- Gabry, M. A., Eltaleb, I., Soliman, M. Y., & Farouq-Ali, S. M. (2023). A new technique for estimating stress from fracture injection tests using continuous wavelet transform. Energies, 16(2), 764. https://doi.org/10.3390/en16020764
- Gabry, M. A., Eltaleb, I., Soliman, M. Y., & Farouq-Ali, S. M. (2023). Validation of estimating stress from fracture injection tests using continuous wavelet transform with experimental data. Energies, 16(6), 2807. https://doi.org/10.3390/en16062807
- Gabry, M. A., Gharieb, A., Soliman, M. Y., Cipolla, C., Farouq-Ali, S. M., & Eltaleb, I. (2024, February). Calibration of continuous wavelet transform for dynamic hydraulic fracture propagation with micro-seismic data: Field investigation. In Proceedings of the SPE Hydraulic Fracturing Technology Conference and Exhibition (SPE-217789-MS). Society of Petroleum Engineers. https://doi.org/10.2118/217789-MS
- Gabry, M. A., Eltaleb, I., Soliman, M. Y., Farouq-Ali, S. M., Cook, P. J., Soom, F. A., & Guglielmi, Y. (2023, January). Validation of continuous wavelet transform closure detection technique using strain measurements. In Proceedings of the SPE Hydraulic Fracturing Technology Conference and Exhibition (SPE-212360-MS). Society of Petroleum Engineers. https://doi.org/10.2118/212360-MS
- Gabry, M. A., Eltaleb, I., Soliman, M. Y., & Farouq-Ali, S. M. (2022, October). Novel method to detect fracture closure event using continuous wavelet transform. In Proceedings of the SPE Annual Technical Conference and Exhibition (SPE-210267-MS). Society of Petroleum Engineers. https://doi.org/10.2118/210267-MS
- Gabry, M. A., Soliman, M. Y., & Farouq-Ali, S. M. (2022, June). Integrating moving reference point analysis technique with a planar 3D model to understand fracture propagation. In Proceedings of the ARMA US Rock Mechanics/Geomechanics Symposium (ARMA-2022-0761). American Rock Mechanics Association. https://doi.org/10.56952/ARMA-2022-0761
- Gabry, M. A., Ramadan, A., & Soliman, M. Y. (2025, May). Innovative method for analyzing inter-well connectivity with continuous wavelet transform (OTC-35951). In Proceedings of the Offshore Technology Conference. OTC. https://doi.org/10.4043/35951-MS
- Gabry, M. A., Ramadan, A., & Soliman, M. Y. (2025, June). Hydraulic fracture characterization using continuous wavelet transform for treating pressure, calibrated with fiber optics data (URTeC-4203446). In Proceedings of the Unconventional Resources Technology Conference. SPE. https://onepetro.org/URTECONF/proceedings/25URTC/25URTC/D031S053R001/693933
- Gabry, M. A., Ye, Z., Ramadan, A., Ghassemi, A., & Soliman, M. Y. (2025, June). Calibration of continuous wavelet transform (CWT) fracture closure detection using laboratory hydraulic fracturing experiments (URTeC-4221618). In Proceedings of the Unconventional Resources Technology Conference. SPE. https://onepetro.org/URTECONF/proceedings/25URTC/25URTC/D031S066R001/693938
- Unal, E., Rezaei, A., Siddiqui, F., Likrama, F., Soliman, M., & Dindoruk, B. (2019, September). Improved understanding of dynamic fracture behavior in unconventional horizontal wells using wavelet transformation. In Proceedings of the SPE Annual Technical Conference and Exhibition (SPE-195889-MS). Society of Petroleum Engineers. https://doi.org/10.2118/195889-MS
- Unal, E., Siddiqui, F., Rezaei, A., Eltaleb, I., Kabir, S., Soliman, M. Y., & Dindoruk, B. (2019, September). Use of wavelet transform and signal processing techniques for inferring interwell connectivity in waterflooding operations. In Proceedings of the SPE Annual Technical Conference and Exhibition (SPE-196063-MS). Society of Petroleum Engineers. https://doi.org/10.2118/196063-MS
- Unal, E., Siddiqui, F., Soliman, M. Y., & Dindoruk, B. (2019, February). Wavelet analysis of DFIT data to identify fracture closure parameters. In Proceedings of the SPE Hydraulic Fracturing Technology Conference and Exhibition (SPE-194326-MS). Society of Petroleum Engineers. https://doi.org/10.2118/194326-MS
- Machine learning augmented dead oil viscosity model for all oil types, U Sinha, B Dindoruk, M Soliman, Journal of Petroleum Science and Engineering, 2020.
- Characterization of adsorption isotherm and density profile in cylindrical nanopores: modeling and measurement, Y Pang, X Hu, S Wang, S Chen, MY Soliman, H Deng, Chemical Engineering Journal, 2020.
- A Review on Factors Influencing the Rock Mechanics of the Gas Bearing Formations, A Rezaei, F Siddiqui, B Dindoruk, MY Soliman, Journal of Natural Gas Science and Engineering, 2020.
- A global sensitivity analysis and reduced-order models for hydraulically fractured horizontal wells, A Rezaei, KB Nakshatrala, F Siddiqui, B Dindoruk…, Computational Geosciences, 2020.
- Pulsed Power Plasma to Enhance Near Wellbore Permeability and Improve Well Performance, A Rezaei, F Siddiqui, N Callen, P Gordon, W House, M. Soliman… - SPE Hydraulic Fracturing Technology Conference and …, 2020.
- Applications of the fast multipole fully coupled poroelastic displacement discontinuity method to hydraulic fracturing problems, A Rezaei, F Siddiqui, G Bornia, M Soliman, Journal of Computational Physics, 2019.
- Use of Wavelet Transform and Signal Processing Techniques for Inferring Interwell Connectivity in Waterflooding Operations, E Unal, F Siddiqui, A Rezaei, I Eltaleb, S Kabir, MY Soliman, B Dindoruk, SPE Annual Technical Conference and Exhibition, 2019.
- On parameters affecting the propagation of hydraulic fractures from infill wells, A Rezaei, B Dindoruk, MY Soliman, Journal of Petroleum Science and Engineering, 182, 106255, 3, 2019.
- Eagle Ford Fluid Type Variation and Completion Optimization: A Case for Data Analytics, F Siddiqui*, A Rezaei, B Dindoruk, MY Soliman, Unconventional Resources Technology Conference, Denver, Colorado, 22-24 July, 2019.
- Design Aspects of Complex Toe-to-Heel Flooding, A Algarhy, M Soliman, A Turta, SPE Eastern Regional Meeting, 2019.
- Improving oil recovery from shale oil reservoirs using cyclic cold carbon dioxide injection–An experimental study, K Elwegaa, H Emadi, M Soliman, T Gamadi, M Elsharafi, Fuel 254, 115586, 6 2019.
- Investigating Gas-Adsorption, Stress-Dependence, and Non-Darcy-Flow Effects on Gas Storage and Transfer in Nanopores by Use of Simplified Local Density Model, Pang, Y., Soliman, M., Sheng, J., SPE Res Eval & Eng 21 (01): 73-95 SPE-187961-PA., 2018
- Diagnostic Testing and Analysis of Hydraulically Fractured Dual-Porosity Formations, Elwaziry, Y., Soliman M., SPE-189881-MS, 2018
- Sinha U., Dindoruk, B., and Soliman, M.Y., “Development of a new correlation to determine relative viscosity of heavy oils with varying asphaltene content and temperature,”( accepted for publication) Journal of Petroleum Science and Engineering, 2018
- Estimation of Dead Oil Viscosity Utilizing Physics Based Correlative Principles and Predictive Machine Learning Techniques, U Sinha, B Dindoruk, M Soliman, SPE Annual Technical Conference and Exhibition.
- Elldakli, Fathi and Soliman, M. Y. Optimum design for new gas lift valve seat. Journal of Petroleum Science and Engineering 149 (2017) 456 - 464.
- Al-Husain, H. M., Soliman, M. Y., & Stegent, N. A. (2017, January 16). Application of Moving Reference Point MRP Method to Cotton Valley and Travis Peak Sand Fracturing Treatments. Society of Petroleum Engineers. doi:10.2118/184855-MS.
- Analysis of Effective Porosity and Effective Permeability in Shale-Gas Reservoirs with Consideration of Gas Adsorption and Stress Effects, Pang, Y., Soliman, M. Y., Deng, H., & Emadi, H, SPE Journal - Society of Petroleum Engineers, 2017. doi:10.2118/180260-PA.
- Experimental and analytical investigation of adsorption effects on shale gas transport in organic nanopores, Pang, Y., Soliman, M. Y., Deng, H., Elsvier Fuel 199, 2017, 272-288.
- Pulsed Power Plasma Stimulation Technique- Experimental Study on Single Pulse Test for Fracture Initiation, Yue Xiao, Waylon House, Ebru Unal, and Soliman, M. Y. , HFJ, Volume 4- Number 3, June 2017, pp 83 – 90.
- Pang, Y., Soliman, M. Y., & Sheng, J. (2016, August 1). Investigation of Adsorption Effects on Nanopores in Shale Gas Reservoir by Simplified Local-Density Model. Unconventional Resources Technology Conference.
- Rahim, Z., Al-Kanaan, A. A., Soliman, M. Y., & Pacheco, E. (2016, September 26). Evaluation of Transverse and Longitudinal Fractures Using Simulation and Well Deliverability Provides Optimal Completion Scenario for Improved Production in Gas Reservoirs. Society of Petroleum Engineers. doi:10.2118/181280-MS.
- Siddiqui, F., Soliman, M. Y., House, W., & Ibragimov, A. (2016, 7). A New Analysis Technique for Interpreting Injection/Shut-in Tests. Hydraulic Fracturing Journal.
- Siddiqui, F., Soliman, M. Y., Waylon, H., & Akif, I. (2016, 1). Pre-Darcy Flow Revisited under Experimental Investigation. Journal of Analytical Science and Technology. doi:10.1186/s40543-015-0081-2.
- Alzahabi, A., El-Banbi, A., Trindade, A., & Soliman, M. 2016. A Regression Model for Estimation of Dew Point Pressure from Down-Hole Fluid Analyzer Data, Journal of Petroleum Exploration and Production Technology. https://link.springer.com/article/10.1007/s13202-016-0308-9
- Pang, Y., Soliman, M. Y., Deng, H., & Emadi, H. (2016, May 5). Effect of Methane Adsorption on Stress-Dependent Porosity and Permeability in Shale Gas Reservoirs. Society of Petroleum Engineers. doi:10.2118/180260-MS.
- Pirayesh, E., Soliman, M. Y., Rafiee, M., & Jamali, A. (2015, June 1). A New Method To Interpret Fracturing Pressure -- Application to Frac Pack. Society of Petroleum Engineers. doi:10.2118/166132-PA.
- Sepehri, J., Soliman, M. Y., & Morse, S. M. (2015, February 3). Application of Extended Finite Element Method to Simulate Hydraulic Fracture Propagation from Oriented Perforations. Society of Petroleum Engineers. doi:10.2118/173342-MS.
- Rezaei, A., Rafiee, M., Soliman, M., & Morse, S. (2015, November 13). Investigation of Sequential and Simultaneous Well Completion in Horizontal Wells using a Non-planar, Fully Coupled Hydraulic Fracture Simulator. American Rock Mechanics Association.
- Bazargan, M., Gudmundsson, A., Meredith, P., Inskip, N. F., Soliman, M., Habibpour, M., & Rezaee, A. (2015, November 13). Wellbore Instability During Plasma Torch Drilling in Geothermal Reservoirs. American Rock Mechanics Association.
- Rafiee, M., Rezaei, A., Soliman, M. Y., “Investigating Hydraulic Fracture Propagation in Multi Well Pads”, Hydraulic Fracturing Journal April, 2015.
- Alzahabi, A., Soliman, M.Y., Bateman, R.M. et al. (2015) “Fracturability Index Maps for Fracture Placement in Shale Plays.” Hydraulic Fracturing Journal 2 (1).
- Pirayesh, E., Soliman, M., Rafiee, M., Jamali, A. (2014). A new method to interpret fracturing pressure. SPE Journal.
- Siddiqui, Fahd, Soliman, M. Y, House, W. A New Methodology for Analyzing Non-Newtonian Fluid Flow Tests PETROL2823. Journal of Petroleum Science and Engineering (10 December, 2014), pp. 173-179 DOI information: 10.1016/j.petrol.2014.10.007.
- Soliman, M. (2014). Sequencing and Locating Fractures in Horizontal Wells in Shale Plays. HFJ, 1(4), 2.
- Soliman, M. Y, Wigwe, A. Alzahabi, E. Pirayesh, N. Stegent. 2014. Analysis of Fracturing Pressure Data in Heterogeneous Shale Formations. Volume 1 - Number 2, Hydraulic Fracturing Journal, April 2014, pp 8-13.
- Qahtani, G., Alzahabi, A., Spinner, T., Soliman, M. (2014). A Computational Comparison between Optimization Techniques for Wells Placement Problem: Mathematical Formulations, Genetic Algorithms and Very Fast Simulated Annealing. Journal of Materials Science and Chemical Engineering, 2, 59-73.
- Al-Najem, Abdullah, Pirayesh, E., Soliman, M. Y., & Siddiqui, S. (2013). Streamlines simulation of barrier fracture as a novel water shutoff technique. Journal of Petroleum Exploration and Production Technology: 1-12. https://dx.doi.org/10.1007/s13202-013-0068-8.
- M. Y. Soliman, Johan Daal, and Loyd East. 2012. Fracturing Unconventional Formations to Enhance Productivity. Journal of Natural Gas Science and Engineering Invitational paper. 8 (2012) 52-67.
- M. Y. Soliman, and C. S. Kabir, 2012. Testing unconventional formations. J. of Petroleum Science & Engineering Invitational paper. 92-93 (2012) 102-109.
- Leopoldo Sierra, Loyd East, M.Y. Soliman, and David Kulakofsky. 2011 New Completion Methodology To Improve Oil Recovery and Minimize Water Intrusion in Reservoirs Subject to Water Injection, SPE Journal, September 2011.
- East, L. E., Soliman, M. Y., and Augustine, J. “Methods for Enhancing Far-Field Complexity in Fracturing Operations,” SPE 133380 presented at the 2010 SPE Annual Technical Conference and Exhibition (ATCE) to be held 19-22 September 2010 in Florence, Italy. August 2011 Production and Operations Journal.
- Soliman, M. Y., Miranda, C., Wang, Max, and Thornton, Kim “Investigation of Effect of Fracturing Fluid on After Closure Analysis in Gas Reservoirs” SPE 128016 presented at 2010 Africa Technical Conference and Exhibition held in Cairo, Egypt, 14–17 February 2010. SPE Production Operations Journal, February 2011.
- Soliman, M. Y., Miranda, C., and Wang, Max “After-Closure Analysis for Unconventional Reservoirs and Completion” SPE 124135, presented at 2009 SPE ATCE, New Orleans, LA., SPE Production Operations Journal, November 2010.
- Soliman, M. Y., East, Loyd, Adams, David: “Geomechanics Aspects of multiple Fracturing of Horizontal and Vertical Wells,” SPE Drilling and Completion, September 2008.
- Hong (Max) Wang, Mohamed Y. Soliman, Brian F. Towler, “Investigation of Factors for Strengthening a Wellbore by Propping Fractures” SPE Drilling & Completion Journal, June 2008, 168-175.
- Wang, Hong, Sweatman, R., Engelman, R., Deeg, W., Whitfill, D., Soliman, M. Y. and Towler, B. F., “Best Practices for Understanding and managing Lost Circulation Challenges,” SPE Drilling and Completion, June 2008.
- Improved Gas Lift Valve Performance Using a Modified Design for Gas Lift Valve Seat, Elldakli, F., Soliman, M., Shahri, M., Winkler, H., and Gamadi, T., SPE-171342-MS
Soliman, M. Y., Gabry, M. A., & others. (2025). Dynamic hydraulic fracture propagation micro-seismic data estimation methods (WO2025165674A1). World Intellectual Property Organization.
Link to PatentSoliman, M. Y., Gabry, M. A., & others. (2024). Systems and methods for detecting or monitoring subsurface events using continuous wavelet transforms (WO2024073739A1). World Intellectual Property Organization.
Link to Patent
- Mohamed Adel Gabry (Postdoc, Graduated 2024)
- Son Nguyen (PhD Candidate)
- Amr Ramadan (PhD Student)