Leaderboards/Hydraulic Fracturing and Reservoir Analysis

Hydraulic Fracturing and Reservoir Analysis

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Leila Hashemi
Delft University of Technology
2
Daniel Asante Otchere
Pennsylvania State University
3
Mahdi Kanaani
University of Tehran
4
Muhammad Ali
Institute of Rock and Soil Mechanics
5
Lichun Kuang
China University of Petroleum, Beijing
6
Sidharth Gautam
Rajiv Gandhi Institute of Petroleum Technology
7
Cuthbert Shang Wui Ng
Equinor (United Kingdom)
8
Maksim Lysyy
University of Bergen
9
Yanrui Ning
Colorado School of Mines
10
Shaowen Mao
Los Alamos National Laboratory

Rising Stars Papers

1
Efficient prediction of hydrogen storage performance in depleted gas reservoirs using machine learning
Applied Energy|2024
88 cit.
2
Cushion gas effects on hydrogen storage in porous rocks: Insights from reservoir simulation and deep learning
International Journal of Hydrogen Energy|2024
53 cit.
3
Data-driven lithofacies prediction in complex tight sandstone reservoirs: a supervised workflow integrating clustering and classification models
Geomechanics and Geophysics for Geo-Energy and Geo-Resources|2024
37 cit.
4
Impact of gas type on microfluidic drainage experiments and pore network modeling relevant for underground hydrogen storage
Journal of Energy Storage|2024
31 cit.
5
Strategies for hydrogen storage in a depleted sandstone reservoir from the San Joaquin Basin, California (USA) based on high-fidelity numerical simulations
Journal of Energy Storage|2024
30 cit.
6
Distributed acoustic sensing in subsurface applications – Review and potential integration with artificial intelligence for an intelligent CO2 storage monitoring system
Geoenergy Science and Engineering|2024
26 cit.
7
Optimizing seismic-based reservoir property prediction: a synthetic data-driven approach using convolutional neural networks and transfer learning with real data integration
Artificial Intelligence Review|2024
25 cit.
8
Data-driven machine learning approaches for precise lithofacies identification in complex geological environments
Geo-spatial Information Science|2024
24 cit.
9
Geologic hydrogen: a review of resource potential, subsurface dynamics, exploration, production, transportation, and research opportunities
Energy & Environmental Science|2025
20 cit.
10
Improved prediction of thin reservoirs in complex structural regions using post-stack seismic waveform inversion: a case study in the Junggar Basin
Canadian Geotechnical Journal|2024
14 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Salaheldin Elkatatny
King Fahd University of Petroleum and Minerals
2
Quan Xie
Curtin University
3
Muhammad Shahzad Kamal
King Fahd University of Petroleum and Minerals
4
Peyman Mostaghimi
UNSW Sydney
5
Jizhou Tang
Tongji University
6
Lianbo Zeng
China University of Petroleum, Beijing
7
Murtada Saleh Aljawad
King Fahd University of Petroleum and Minerals
8
Afshin Davarpanah
Aberystwyth University
9
Yuetian Liu
China University of Petroleum, Beijing
10
Siwei Meng
Research Institute of Petroleum Exploration and Development

Emerging Leaders Papers

1
Comprehensive review of CO2 geological storage: Exploring principles, mechanisms, and prospects
Earth-Science Reviews|2024
357 cit.
2
Hydrogen production, transportation, utilization, and storage: Recent advances towards sustainable energy
Journal of Energy Storage|2023
285 cit.
3
In-situ hydrogen wettability characterisation for underground hydrogen storage
International Journal of Hydrogen Energy|2022
216 cit.
4
Storage integrity during underground hydrogen storage in depleted gas reservoirs
Earth-Science Reviews|2023
155 cit.
5
Role of geochemical reactions on caprock integrity during underground hydrogen storage
Journal of Energy Storage|2023
113 cit.
6
Pore-scale modelling on hydrogen transport in porous media: Implications for hydrogen storage in saline aquifers
International Journal of Hydrogen Energy|2023
111 cit.
7
Microscale crack propagation in shale samples using focused ion beam scanning electron microscopy and three-dimensional numerical modeling
Petroleum Science|2022
105 cit.
8
Hydrogen wettability in carbonate reservoirs: Implication for underground hydrogen storage from geochemical perspective
International Journal of Hydrogen Energy|2022
94 cit.
9
Role of CO2 geological storage in China's pledge to carbon peak by 2030 and carbon neutrality by 2060
Energy|2023
92 cit.
10
Direct measurement of hydrogen relative permeability hysteresis for underground hydrogen storage
International Journal of Hydrogen Energy|2023
87 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Martin J. Blunt
Imperial College London
2
Kamy Sepehrnoori
The University of Texas at Austin
3
Mukul M. Sharma
The University of Texas at Austin
4
Albert C. Reynolds
Flinders University
5
Kishore K. Mohanty
The University of Texas at Austin
6
H. A. Nasr‐El‐Din
Mitchell Institute
7
Zhangxin Chen
University of Calgary
8
Roland N. Horne
Environmental and Water Resources Engineering
9
Anthony R. Kovscek
Lawrence Berkeley National Laboratory
10
T. A. Blasingame
Texas A&M University

Current Senior Leaders Papers

1
Pore-scale imaging and modelling
Advances in Water Resources|2012
1.9k cit.
2
Pore-network extraction from micro-computerized-tomography images
Physical Review E|2009
1.2k cit.
3
Ensemble smoother with multiple data assimilation
Computers & Geosciences|2012
1k cit.
4
Flow in porous media — pore-network models and multiphase flow
Current Opinion in Colloid & Interface Science|2001
949 cit.
5
Impact of relative permeability hysteresis on geological CO<sub>2</sub> storage
Water Resources Research|2006
924 cit.
6
Tenth SPE Comparative Solution Project: A Comparison of Upscaling Techniques
Unknown Journal|2001
840 cit.
7
Predictive pore‐scale modeling of two‐phase flow in mixed wet media
Water Resources Research|2004
750 cit.
8
Detailed physics, predictive capabilities and macroscopic consequences for pore-network models of multiphase flow
Advances in Water Resources|2002
741 cit.
9
Tenth SPE Comparative Solution Project: A Comparison of Upscaling Techniques
SPE Reservoir Evaluation & Engineering|2001
715 cit.
10
Critical review of the impact of tortuosity on diffusion
Chemical Engineering Science|2007
690 cit.

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