Innovations in underground hydrogen storage with multiphysics simulations, optimization, and monitoring: A review

Zhang, Yue; Dai, Zhenxue; Thanh, Hung Vo; Cao, Mingxu; Xu, Lulu; Zhang, Xiaoying; Yan, Bicheng; Stauffer, Philip H.; Yin, Huichao; Carroll, Kenneth C.; Soltanian, Mohamad Reza

doi:10.1016/j.earscirev.2026.105411

Title: Innovations in underground hydrogen storage with multiphysics simulations, optimization, and monitoring: A review

Journal Article · Wed Jan 28 00:00:00 UTC 2026 · Earth-Science Reviews

DOI: https://doi.org/10.1016/j.earscirev.2026.105411 · OSTI ID:3016115

Zhang, Yue ^[1]; Dai, Zhenxue ^[2]; Thanh, Hung Vo ^[3]; Cao, Mingxu ^[1]; Xu, Lulu ^[1]; Zhang, Xiaoying ^[1]; Yan, Bicheng ^[4];

^[5]; Yin, Huichao ^[6]; Carroll, Kenneth C. ^[6]; Soltanian, Mohamad Reza ^[7]

Jilin University, Changchun (China)
Jilin University, Changchun (China); Qingdao University of Science and Technology (China)
Waseda University, Shinjuku (Japan)
King Abdullah University of Science and Technology (KAUST), Thuwal (Saudi Arabia)
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
New Mexico State University, Las Cruces, NM (United States)
University of Cincinnati, OH (United States)

Underground Hydrogen Storage (UHS) is a promising solution for large-scale energy storage and a critical component in advancing low-carbon energy system. Ensuring the safety and efficiency of UHS necessitates a comprehensive understanding of multiphysical interactions driven by cyclic pore fluid pressure fluctuations and coupled physicochemical processes. Here, this review examines the key geomechanical responses in UHS, including rock property variations under cyclic loading, fracture evolution and propagation, reservoir stress sensitivity, and fault stability. It also explores the impact of geochemical and microbial reactions on geomechanical characteristics. We provide an in-depth analysis of Thermal-Hydraulic-Mechanical-Chemical (THMC) coupled numerical simulations, highlighting their potential for future multi-scale modeling. Limitations of current machine learning (ML) approaches in addressing UHS challenges are highlighted, emphasizing the need for innovative ML-based methodologies. Operational strategies for hydrogen injection and production are reviewed, focusing on safety, efficiency, and economic viability. The necessity for multi-objective optimization (MOO) to balance storage efficiency, risk mitigation, and cost-effectiveness is also discussed. Current monitoring technologies are evaluated to ensure safe and efficient UHS operations. Finally, this review identifies critical knowledge gaps and underscores the importance of advancing geomechanical understanding under multiphysics-coupling. We highlight the need for ML-driven multiphysics theories, enhanced modeling techniques, and robust optimization strategies to improve UHS performance. This study serves as a comprehensive reference for future research and the large-scale implementation of UHS systems.

View Accepted Manuscript (DOE)

Cite

Export

Save

Research Organization:: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

Grant/Contract Number:: 89233218CNA000001

OSTI ID:: 3016115

Report Number(s):: LA-UR--25-29869; 10.1016/j.earscirev.2026.105411

Journal Information:: Earth-Science Reviews, Journal Name: Earth-Science Reviews Vol. 275; ISSN 0012-8252

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

References (265)

A kinetic study on bacterial sulfate reduction Bernardez, L. A.; de Andrade Lima, L. R. P.; de Jesus, E. B. Bioprocess and Biosystems Engineering, Vol. 36, Issue 12 https://doi.org/10.1007/s00449-013-0960-0	journal	May 2013
Brittleness Effect on Rock Fatigue Damage Evolution Nejati, Hamid Reza; Ghazvinian, Abdolhadi Rock Mechanics and Rock Engineering, Vol. 47, Issue 5 https://doi.org/10.1007/s00603-013-0486-4	journal	October 2013
Experimental Investigation of the Influence of Joint Geometric Configurations on the Mechanical Properties of Intermittent Jointed Rock Models Under Cyclic Uniaxial Compression Liu, Yi; Dai, Feng; Fan, Pengxian Rock Mechanics and Rock Engineering, Vol. 50, Issue 6 https://doi.org/10.1007/s00603-017-1190-6	journal	February 2017
Cyclic and Fatigue Behaviour of Rock Materials: Review, Interpretation and Research Perspectives Cerfontaine, B.; Collin, F. Rock Mechanics and Rock Engineering, Vol. 51, Issue 2 https://doi.org/10.1007/s00603-017-1337-5	journal	October 2017
Acoustic Emission Characteristics of Red Sandstone Specimens Under Uniaxial Cyclic Loading and Unloading Compression Meng, Qingbin; Zhang, Mingwei; Han, Lijun Rock Mechanics and Rock Engineering, Vol. 51, Issue 4 https://doi.org/10.1007/s00603-017-1389-6	journal	January 2018
Evaluating the Microstructure Evolution Behaviors of Saturated Sandstone Using NMR Testing Under Uniaxial Short-Term and Creep Compression Chu, Zhaofei; Wu, Zhijun; Liu, Quansheng Rock Mechanics and Rock Engineering, Vol. 54, Issue 9 https://doi.org/10.1007/s00603-021-02538-4	journal	June 2021
Dilatancy and Acoustic Emission Characteristics of Rock Salt in Variable-Frequency Fatigue Tests Yang, Zhenyu; Fan, Jinyang; Chen, Jie Rock Mechanics and Rock Engineering, Vol. 57, Issue 12 https://doi.org/10.1007/s00603-024-04119-7	journal	August 2024
Mesomechanical characteristics of rock failure under variable amplitude cyclic loading by DEM Liu, Ze-han; Yu, Jin; Ren, Chong-hong Bulletin of Engineering Geology and the Environment, Vol. 82, Issue 8 https://doi.org/10.1007/s10064-023-03335-9	journal	July 2023
Hydrogenization of underground storage of natural gas Hagemann, B.; Rasoulzadeh, M.; Panfilov, M. Computational Geosciences, Vol. 20, Issue 3 https://doi.org/10.1007/s10596-015-9515-6	journal	August 2015
Benchmark study for the simulation of Underground Hydrogen Storage operations Hogeweg, Sebastian; Strobel, Gion; Hagemann, Birger Computational Geosciences, Vol. 26, Issue 6 https://doi.org/10.1007/s10596-022-10163-5	journal	August 2022
Understanding the Irreversible Evolution of Coal Permeability Under Cyclic Axial Deviatoric Stress Liu, Jiafeng; Xu, Xiaomeng; Zhang, Yihuai Natural Resources Research, Vol. 33, Issue 2 https://doi.org/10.1007/s11053-024-10318-4	journal	February 2024
Impact of Pore Clogging by Bacteria on Underground Hydrogen Storage Eddaoui, N.; Panfilov, M.; Ganzer, L. Transport in Porous Media, Vol. 139, Issue 1 https://doi.org/10.1007/s11242-021-01647-6	journal	July 2021
Damage evolution of rock salt under cyclic loading in unixial tests Liu, Jianfeng; Xie, Heping; Hou, Zhengmeng Acta Geotechnica, Vol. 9, Issue 1 https://doi.org/10.1007/s11440-013-0236-5	journal	May 2013
A New Look at Models of the Combined Effect of Temperature, pH, Water Activity, or Other Factors on Microbial Growth Rate Peleg, Micha Food Engineering Reviews, Vol. 14, Issue 1 https://doi.org/10.1007/s12393-021-09292-x	journal	August 2021
Mathematical modeling of unstable transport in underground hydrogen storage Hagemann, B.; Rasoulzadeh, M.; Panfilov, M. Environmental Earth Sciences, Vol. 73, Issue 11 https://doi.org/10.1007/s12665-015-4414-7	journal	April 2015
Numerical simulation of hydrodynamic and gas mixing processes in underground hydrogen storages Feldmann, F.; Hagemann, B.; Ganzer, L. Environmental Earth Sciences, Vol. 75, Issue 16 https://doi.org/10.1007/s12665-016-5948-z	journal	August 2016
Porous media hydrogen storage at a synthetic, heterogeneous field site: numerical simulation of storage operation and geophysical monitoring Pfeiffer, W. T.; al Hagrey, S. A.; Köhn, D. Environmental Earth Sciences, Vol. 75, Issue 16 https://doi.org/10.1007/s12665-016-5958-x	journal	August 2016
The coupled non-isothermal, multiphase-multicomponent flow and reactive transport simulator OpenGeoSys–ECLIPSE for porous media gas storage Pfeiffer, W. T.; Graupner, B.; Bauer, S. Environmental Earth Sciences, Vol. 75, Issue 20 https://doi.org/10.1007/s12665-016-6168-2	journal	October 2016
Energy storage in the geological subsurface: dimensioning, risk analysis and spatial planning: the ANGUS+ project Kabuth, Alina; Dahmke, Andreas; Beyer, Christof Environmental Earth Sciences, Vol. 76, Issue 1 https://doi.org/10.1007/s12665-016-6319-5	journal	December 2016
Thermo-mechanical investigation of salt caverns for short-term hydrogen storage Böttcher, Norbert; Görke, Uwe-Jens; Kolditz, Olaf Environmental Earth Sciences, Vol. 76, Issue 3 https://doi.org/10.1007/s12665-017-6414-2	journal	January 2017
Underground hydrogen storage: application of geochemical modelling in a case study in the Molasse Basin, Upper Austria Hassannayebi, Neda; Azizmohammadi, Siroos; De Lucia, Marco Environmental Earth Sciences, Vol. 78, Issue 5 https://doi.org/10.1007/s12665-019-8184-5	journal	February 2019
Fatigue and strain hardening behaviour of graywacke from the flagstaff formation, New South Wales Singh, S. K. Engineering Geology, Vol. 26, Issue 2 https://doi.org/10.1016/0013-7952(89)90005-7	journal	January 1989
Carbon isotope study of methane production in a town gas storage reservoir Buzek, F.; Onderka, V.; Vancura, P. Fuel, Vol. 73, Issue 5 https://doi.org/10.1016/0016-2361(94)90019-1	journal	May 1994
Pyrite-chlorite and pyrite-biotite relations in sandstones Morad, Sadoon Sedimentary Geology, Vol. 49, Issue 3-4 https://doi.org/10.1016/0037-0738(86)90037-0	journal	October 1986
Rheology of rocksalt Carter, N. L.; Horseman, S. T.; Russell, J. E. Journal of Structural Geology, Vol. 15, Issue 9-10 https://doi.org/10.1016/0191-8141(93)90168-A	journal	September 1993
Meso-damage evolution and mechanical characteristics of low-porosity sedimentary rocks under uniaxial compression Hu, Jian-hua; Yang, Dong-jie Transactions of Nonferrous Metals Society of China, Vol. 30, Issue 4 https://doi.org/10.1016/S1003-6326(20)65278-5	journal	April 2020
Direct pore-scale simulation of the effect of capillary number and gas compressibility on cyclic underground hydrogen storage & production in heterogeneous aquifers Bagheri, Matin; Mahani, Hassan; Ayatollahi, Shahab Advances in Water Resources, Vol. 181 https://doi.org/10.1016/j.advwatres.2023.104547	journal	November 2023
Solute transport in unsaturated porous media with spatially correlated disorder Saeibehrouzi, Ali; Holtzman, Ran; Denissenko, Petr Advances in Water Resources, Vol. 191 https://doi.org/10.1016/j.advwatres.2024.104773	journal	September 2024
Development of a high-energy-density portable/mobile hydrogen energy storage system incorporating an electrolyzer, a metal hydride and a fuel cell Han, Gwangwoo; Kwon, YongKeun; Kim, Joong Bae Applied Energy, Vol. 259 https://doi.org/10.1016/j.apenergy.2019.114175	journal	February 2020
Feasibility of hydrogen storage in depleted hydrocarbon chalk reservoirs: Assessment of biochemical and chemical effects Jahanbani Veshareh, Moein; Thaysen, Eike Marie; Nick, Hamidreza M. Applied Energy, Vol. 323 https://doi.org/10.1016/j.apenergy.2022.119575	journal	October 2022
Numerical simulation of large-scale seasonal hydrogen storage in an anticline aquifer: A case study capturing hydrogen interactions and cushion gas injection Chai, Maojie; Chen, Zhangxin; Nourozieh, Hossein Applied Energy, Vol. 334 https://doi.org/10.1016/j.apenergy.2023.120655	journal	March 2023
Efficient prediction of hydrogen storage performance in depleted gas reservoirs using machine learning Mao, Shaowen; Chen, Bailian; Malki, Mohamed Applied Energy, Vol. 361 https://doi.org/10.1016/j.apenergy.2024.122914	journal	May 2024
Estimation of underground hydrogen storage capacity in depleted gas reservoirs using CO2 as cushion gas He, Youwei; Xie, Yixiang; Qiao, Yu Applied Energy, Vol. 375 https://doi.org/10.1016/j.apenergy.2024.124093	journal	December 2024
Hydrogen uptake and diffusion in Callovo-Oxfordian clay rock for nuclear waste disposal technology Bardelli, Fabrizio; Mondelli, Claudia; Didier, Mathilde Applied Geochemistry, Vol. 49 https://doi.org/10.1016/j.apgeochem.2014.06.019	journal	October 2014
Evaluation of geochemical reactivity of hydrogen in sandstone: Application to geological storage Yekta, Alireza E.; Pichavant, Michel; Audigane, Pascal Applied Geochemistry, Vol. 95 https://doi.org/10.1016/j.apgeochem.2018.05.021	journal	August 2018
Deep learning in denoising of micro-computed tomography images of rock samples Sidorenko, Mikhail; Orlov, Denis; Ebadi, Mohammad Computers & Geosciences, Vol. 151 https://doi.org/10.1016/j.cageo.2021.104716	journal	June 2021
Molecular dynamics simulation and machine learning for predicting hydrogen solubility in water: Effects of temperature, pressure, finite system size and choice of molecular force fields Zhang, Junfang; Clennell, Michael B.; Sagotra, Arun Chemical Physics, Vol. 564 https://doi.org/10.1016/j.chemphys.2022.111725	journal	January 2023
Study on the deformation and strength characteristics of hard rock under true triaxial stress state using bonded-particle model Zhang, Shihuai; Wu, Shunchuan; Duan, Kang Computers and Geotechnics, Vol. 112 https://doi.org/10.1016/j.compgeo.2019.04.005	journal	August 2019
Effects of fracture network distribution on excavation-induced coupled responses of pore pressure perturbation and rock mass deformation Zhao, Chenxi; Zhang, Zixin; Wang, Shuaifeng Computers and Geotechnics, Vol. 145 https://doi.org/10.1016/j.compgeo.2022.104670	journal	May 2022
Hydromechanical modelling of salt caverns subjected to cyclic hydrogen injection and withdrawal Coarita-Tintaya, Ever-Dennys; Golfier, Fabrice; Grgic, Dragan Computers and Geotechnics, Vol. 162 https://doi.org/10.1016/j.compgeo.2023.105690	journal	October 2023
Non-Fickian solute transport in three-dimensional crossed shear rock fractures at different contact ratios Pan, Yuhua; Liu, Xianshan; Li, Man Computers and Geotechnics, Vol. 164 https://doi.org/10.1016/j.compgeo.2023.105816	journal	December 2023
Characterization of the deformation behavior of fine-grained sandstone by triaxial cyclic loading Jia, Chaojun; Xu, Weiya; Wang, Rubin Construction and Building Materials, Vol. 162 https://doi.org/10.1016/j.conbuildmat.2017.12.001	journal	February 2018
Machine learning-based prediction and optimization of green hydrogen production technologies from water industries for a circular economy Kabir, Mohammad Mahbub; Roy, Sujit Kumar; Alam, Faisal Desalination, Vol. 567 https://doi.org/10.1016/j.desal.2023.116992	journal	December 2023
Reactive chemical transport simulations of geologic carbon sequestration: Methods and applications Dai, Zhenxue; Xu, Lulu; Xiao, Ting Earth-Science Reviews, Vol. 208 https://doi.org/10.1016/j.earscirev.2020.103265	journal	September 2020
Underground hydrogen storage in caverns: Challenges of impure salt structures Minougou, Jean Donald; Gholami, Raoof; Andersen, Pål Earth-Science Reviews, Vol. 247 https://doi.org/10.1016/j.earscirev.2023.104599	journal	December 2023
Shale oil migration across multiple scales: A review of characterization methods and different patterns Gao, Zhiye; Bai, Lixun; Hu, Qinhong Earth-Science Reviews, Vol. 254 https://doi.org/10.1016/j.earscirev.2024.104819	journal	July 2024
Hydrogen-induced mineral alteration: A review in the context of underground hydrogen storage (UHS) in saline aquifers Braid, Heather; Taylor, Kevin; Hough, Edward Earth-Science Reviews, Vol. 259 https://doi.org/10.1016/j.earscirev.2024.104975	journal	December 2024
Subsurface Porous Media Hydrogen Storage – Scenario Development and Simulation Pfeiffer, Wolf Tilmann; Bauer, Sebastian Energy Procedia, Vol. 76 https://doi.org/10.1016/j.egypro.2015.07.872	journal	August 2015
Safe pressure for hydrogen storage in subsurface Alessa, S.; Sakhaee-Pour, A.; Alipour, M. Energy Reports, Vol. 8 https://doi.org/10.1016/j.egyr.2022.11.141	journal	November 2022
Status and perspective of CO2 absorption process Zhang, Zhien; Borhani, Tohid N.; Olabi, Abdul G. Energy, Vol. 205 https://doi.org/10.1016/j.energy.2020.118057	journal	August 2020
Study on thermodynamic behaviour of natural gas and thermo-mechanical response of salt caverns for underground gas storage Li, Wenjing; Miao, Xiuxiu; Wang, Jianfu Energy, Vol. 262 https://doi.org/10.1016/j.energy.2022.125601	journal	January 2023
Efficiency assessment of underground biomethanation with hydrogen and carbon dioxide in depleted gas reservoirs: A biogeochemical simulation Wu, Lin; Hou, Zhengmeng; Luo, Zhifeng Energy, Vol. 283 https://doi.org/10.1016/j.energy.2023.128539	journal	November 2023
Evaluating reservoir suitability for large-scale hydrogen storage: A preliminary assessment considering reservoir properties Okere, Chinedu J.; Sheng, James J.; Ejike, Chinedu Energy Geoscience, Vol. 5, Issue 4 https://doi.org/10.1016/j.engeos.2024.100318	journal	October 2024
Nonlinear behavior and damage model for fractured rock under cyclic loading based on energy dissipation principle Li, Tiantao; Pei, Xiangjun; Wang, Dongpo Engineering Fracture Mechanics, Vol. 206 https://doi.org/10.1016/j.engfracmech.2018.12.010	journal	February 2019
Experimental study on effects of cyclic loading paths on cracking behavior and fracture characteristics of granite Xue, Fei; Lin, Zhongqin; Wang, Tianzuo Engineering Fracture Mechanics, Vol. 295 https://doi.org/10.1016/j.engfracmech.2023.109761	journal	January 2024
Mesoscopic crack pattern fractal dimension-based concrete damage identification Yin, Yajuan; Ren, Qingwen; Lei, Shen Engineering Fracture Mechanics, Vol. 296 https://doi.org/10.1016/j.engfracmech.2023.109829	journal	February 2024
Multi-level loading of the seepage pressure in filled cracked sandstone: Seepage-creep mechanical characteristics and crack initiation mechanism Zhang, Deng; Zhang, Liming; Wang, Zaiquan Engineering Fracture Mechanics, Vol. 300 https://doi.org/10.1016/j.engfracmech.2024.109991	journal	April 2024
Effects of cyclic dynamic loading on the mechanical properties of intact rock samples under confining pressure conditions Liu, Enlong; He, Siming Engineering Geology, Vol. 125 https://doi.org/10.1016/j.enggeo.2011.11.007	journal	January 2012
Experimental study on seepage properties, AE characteristics and energy dissipation of coal under tiered cyclic loading Jiang, Changbao; Duan, Minke; Yin, Guangzhi Engineering Geology, Vol. 221 https://doi.org/10.1016/j.enggeo.2017.03.005	journal	April 2017
A mathematical model for pre-Darcy flow in low permeability porous media with stress sensitivity and the boundary-layer effect Cheng, Hui; Wang, Fugang; Guan, Xiaotong Engineering Geology, Vol. 324 https://doi.org/10.1016/j.enggeo.2023.107257	journal	October 2023
Role of Cushion Gas on Underground Hydrogen Storage in Depleted Oil Reservoirs Kanaani, Mahdi; Sedaee, Behnam; Asadian-Pakfar, Mojtaba Journal of Energy Storage, Vol. 45 https://doi.org/10.1016/j.est.2021.103783	journal	January 2022
Coupled hydro-mechanical analysis of seasonal underground hydrogen storage in a saline aquifer Bai, Tao; Tahmasebi, Pejman Journal of Energy Storage, Vol. 50 https://doi.org/10.1016/j.est.2022.104308	journal	June 2022
Hydrogen storage in geological porous media: Solubility, mineral trapping, H2S generation and salt precipitation Gholami, Raoof Journal of Energy Storage, Vol. 59 https://doi.org/10.1016/j.est.2022.106576	journal	March 2023
Experimental study on the permeability variation of sandstone at cyclic stress: Implication for underground gas storage Zhou, Junping; Deng, Guangrong; Tian, Shifeng Journal of Energy Storage, Vol. 60 https://doi.org/10.1016/j.est.2023.106677	journal	April 2023
Effect of hydrogen on calcite reactivity in sandstone reservoirs: Experimental results compared to geochemical modeling predictions Gelencsér, O.; Árvai, Cs.; Mika, L. T. Journal of Energy Storage, Vol. 61 https://doi.org/10.1016/j.est.2023.106737	journal	May 2023
Quantifying onshore salt deposits and their potential for hydrogen energy storage in Australia Aftab, Adnan; Hassanpouryouzband, Aliakbar; Naderi, Hamed Journal of Energy Storage, Vol. 65 https://doi.org/10.1016/j.est.2023.107252	journal	August 2023
Role of geochemical reactions on caprock integrity during underground hydrogen storage Zeng, Lingping; Vialle, Stephanie; Ennis-King, Jonathan Journal of Energy Storage, Vol. 65 https://doi.org/10.1016/j.est.2023.107414	journal	August 2023
Optimizing the operational efficiency of the underground hydrogen storage scheme in a deep North Sea aquifer through compositional simulations Jadhawar, Prashant; Saeed, Motaz Journal of Energy Storage, Vol. 73 https://doi.org/10.1016/j.est.2023.108832	journal	December 2023
Comprehensive review of geomechanics of underground hydrogen storage in depleted reservoirs and salt caverns Ramesh Kumar, Kishan; Honorio, Herminio; Chandra, Debanjan Journal of Energy Storage, Vol. 73 https://doi.org/10.1016/j.est.2023.108912	journal	December 2023
Underground hydrogen storage in depleted gas reservoirs with hydraulic fractures: Numerical modeling and simulation Wang, Haiyang; Jie, Yenan; Zhou, Desheng Journal of Energy Storage, Vol. 97 https://doi.org/10.1016/j.est.2024.112777	journal	September 2024
Experimental and numerical analyses of creep-fatigue behavior in sandstone for energy storage applications Tian, Deyan; Song, Zhengyang; Khaledi, Kavan Journal of Energy Storage, Vol. 101 https://doi.org/10.1016/j.est.2024.113879	journal	November 2024
Data-driven strategy for contact angle prediction in underground hydrogen storage using machine learning Nassabeh, Mehdi; You, Zhenjiang; Keshavarz, Alireza Journal of Energy Storage, Vol. 114 https://doi.org/10.1016/j.est.2025.115908	journal	April 2025
Multi-objective optimization of reservoir development strategy with hybrid artificial intelligence method Zhuang, Xinyu; Wang, Wendong; Su, Yuliang Expert Systems with Applications, Vol. 241 https://doi.org/10.1016/j.eswa.2023.122707	journal	May 2024
Effects of pore structure and wettability on methane adsorption capacity of mud rock: Insights from mixture of organic matter and clay minerals Luo, Peng; Zhong, Ningning; Khan, Imran Fuel, Vol. 251 https://doi.org/10.1016/j.fuel.2019.04.072	journal	September 2019
A review of underground hydrogen storage in depleted gas reservoirs: Insights into various rock-fluid interaction mechanisms and their impact on the process integrity Perera, M. S. A. Fuel, Vol. 334 https://doi.org/10.1016/j.fuel.2022.126677	journal	February 2023
Experimental insights into limestone-hydrogen interactions and the resultant effects on underground hydrogen storage Al-Yaseri, Ahmed; Al-Mukainah, Hani; Yekeen, Nurudeen Fuel, Vol. 344 https://doi.org/10.1016/j.fuel.2023.128000	journal	July 2023
Predicting the wettability rocks/minerals-brine-hydrogen system for hydrogen storage: Re-evaluation approach by multi-machine learning scheme Vo Thanh, Hung; Rahimi, Mohammad; Dai, Zhenxue Fuel, Vol. 345 https://doi.org/10.1016/j.fuel.2023.128183	journal	August 2023
Migration characteristics and local capillary trapping mechanism after the CO2 leakage out of saline aquifers Cui, Guodong; Hu, Zhe; Wang, Yanyong Fuel, Vol. 356 https://doi.org/10.1016/j.fuel.2023.129347	journal	January 2024
A comprehensive review on geo-storage of H2 in salt caverns: Prospect and research advances Tackie-Otoo, Bennet Nii; Haq, Md Bashirul Fuel, Vol. 356 https://doi.org/10.1016/j.fuel.2023.129609	journal	January 2024
Stability evaluation of fault in hydrocarbon reservoir-based underground gas storage: A case study of W gas storage Yang, Shenyao; Hu, Shilai; Qi, Zhilin Fuel, Vol. 357 https://doi.org/10.1016/j.fuel.2023.129657	journal	February 2024
Underground hydrogen storage: A recovery prediction using pore network modeling and machine learning Zhao, Qingqi; Wang, Hongsheng; Chen, Cheng Fuel, Vol. 357 https://doi.org/10.1016/j.fuel.2023.130051	journal	February 2024
Molecular simulation on H2 adsorption in nanopores and effects of cushion gas: Implications for underground hydrogen storage in shale reservoirs Zhang, Mingshan; Yang, Yandong; Pan, Bin Fuel, Vol. 361 https://doi.org/10.1016/j.fuel.2023.130621	journal	April 2024
Geochemical interactions in geological hydrogen Storage: The role of sandstone clay content Al-Yaseri, Ahmed; Yekeen, Nurudeen; Al-Mukainah, Hani Fuel, Vol. 361 https://doi.org/10.1016/j.fuel.2023.130728	journal	April 2024
Underground hydrogen storage (UHS) in natural storage sites: A perspective of subsurface characterization and monitoring Luo, Xiaodong; Tveit, Svenn; Gholami, Raoof Fuel, Vol. 364 https://doi.org/10.1016/j.fuel.2024.131038	journal	May 2024
Experimental study on the oil recovery characteristics of CO2 energetic fracturing in ultralow-permeability sandstone reservoirs utilizing nuclear magnetic resonance Dang, Faqiang; Li, Songyan; Dong, Hong Fuel, Vol. 366 https://doi.org/10.1016/j.fuel.2024.131370	journal	June 2024
Geochemical reactions and pore structure analysis of anhydrite/gypsum/halite bearing reservoirs relevant to subsurface hydrogen storage in salt caverns Fatah, Ahmed; Al-Yaseri, Ahmed; Theravalappil, Rajesh Fuel, Vol. 371 https://doi.org/10.1016/j.fuel.2024.131857	journal	September 2024
Effect of mechanical weakening and crack formation on caprock integrity during underground hydrogen storage in depleted gas reservoirs – A comprehensive review Dilshan, R. A. D. P.; Perera, M. S. A.; Matthai, Stephan K. Fuel, Vol. 371 https://doi.org/10.1016/j.fuel.2024.131893	journal	September 2024
Kinetics of microbial sulfate reduction in estuarine sediments Pallud, Céline; Van Cappellen, Philippe Geochimica et Cosmochimica Acta, Vol. 70, Issue 5 https://doi.org/10.1016/j.gca.2005.11.002	journal	March 2006
Kinetics of pyrite to pyrrhotite reduction by hydrogen in calcite buffered solutions between 90 and 180°C: Implications for nuclear waste disposal Truche, Laurent; Berger, Gilles; Destrigneville, Christine Geochimica et Cosmochimica Acta, Vol. 74, Issue 10 https://doi.org/10.1016/j.gca.2010.02.027	journal	May 2010
Nanomaterials in the advancement of hydrogen energy storage Singh, Rasmeet; Altaee, Ali; Gautam, Sanjeev Heliyon, Vol. 6, Issue 7 https://doi.org/10.1016/j.heliyon.2020.e04487	journal	July 2020
Microbial community structure and microbial activities related to CO2 storage capacities of a salt cavern Bordenave, Sylvain; Chatterjee, Indranil; Voordouw, Gerrit International Biodeterioration & Biodegradation, Vol. 81 https://doi.org/10.1016/j.ibiod.2012.08.001	journal	July 2013
Coupled multi-phase thermo-poromechanical effects. Case study: CO2 injection at In Salah, Algeria Preisig, Matthias; Prévost, Jean H. International Journal of Greenhouse Gas Control, Vol. 5, Issue 4 https://doi.org/10.1016/j.ijggc.2010.12.006	journal	July 2011
Effect of faults on stress path evolution during reservoir pressurization Gheibi, Sohrab; Holt, Rune M.; Vilarrasa, Victor International Journal of Greenhouse Gas Control, Vol. 63 https://doi.org/10.1016/j.ijggc.2017.06.008	journal	August 2017
Comparison of hydrogen and methane storage by means of a thermodynamic analysis Tietze, Vanessa; Stolten, Detlef International Journal of Hydrogen Energy, Vol. 40, Issue 35 https://doi.org/10.1016/j.ijhydene.2015.04.154	journal	September 2015
Seasonal storage of hydrogen in a depleted natural gas reservoir Amid, A.; Mignard, D.; Wilkinson, M. International Journal of Hydrogen Energy, Vol. 41, Issue 12 https://doi.org/10.1016/j.ijhydene.2016.02.036	journal	April 2016
Assessment of feasible strategies for seasonal underground hydrogen storage in a saline aquifer Sainz-Garcia, A.; Abarca, E.; Rubi, V. International Journal of Hydrogen Energy, Vol. 42, Issue 26 https://doi.org/10.1016/j.ijhydene.2017.05.076	journal	June 2017
Hydrogen underground storage—Petrographic and petrophysical variations in reservoir sandstones from laboratory experiments under simulated reservoir conditions Flesch, Steven; Pudlo, Dieter; Albrecht, Daniel International Journal of Hydrogen Energy, Vol. 43, Issue 45 https://doi.org/10.1016/j.ijhydene.2018.09.112	journal	November 2018
Hydrogen storage in porous geological formations – onshore play opportunities in the midland valley (Scotland, UK) Heinemann, N.; Booth, M. G.; Haszeldine, R. S. International Journal of Hydrogen Energy, Vol. 43, Issue 45 https://doi.org/10.1016/j.ijhydene.2018.09.149	journal	November 2018
Thermodynamics analysis of hydrogen storage based on compressed gaseous hydrogen, liquid hydrogen and cryo-compressed hydrogen Yanxing, Zhao; Maoqiong, Gong; Yuan, Zhou International Journal of Hydrogen Energy, Vol. 44, Issue 31 https://doi.org/10.1016/j.ijhydene.2019.04.207	journal	June 2019
Numerical simulation of hydrogen injection and withdrawal to and from a deep aquifer in NW Poland Luboń, Katarzyna; Tarkowski, Radosław International Journal of Hydrogen Energy, Vol. 45, Issue 3 https://doi.org/10.1016/j.ijhydene.2019.11.055	journal	January 2020
Underground hydrogen storage: A comprehensive review Zivar, Davood; Kumar, Sunil; Foroozesh, Jalal International Journal of Hydrogen Energy https://doi.org/10.1016/j.ijhydene.2020.08.138	journal	September 2020
Modeling phase equilibrium of hydrogen and natural gas in brines: Application to storage in salt caverns Roa Pinto, Juan Sebastian; Bachaud, Pierre; Fargetton, Tiphaine International Journal of Hydrogen Energy, Vol. 46, Issue 5 https://doi.org/10.1016/j.ijhydene.2020.10.242	journal	January 2021
Non–isothermal two–phase hydrogen transport in rock salt during cycling in underground caverns AbuAisha, Murad; Rouabhi, Ahmed; Billiotte, Joël International Journal of Hydrogen Energy, Vol. 46, Issue 9 https://doi.org/10.1016/j.ijhydene.2020.11.152	journal	February 2021
Microbial side effects of underground hydrogen storage – Knowledge gaps, risks and opportunities for successful implementation Dopffel, Nicole; Jansen, Stefan; Gerritse, Jan International Journal of Hydrogen Energy, Vol. 46, Issue 12 https://doi.org/10.1016/j.ijhydene.2020.12.058	journal	February 2021
A quantitative assessment of the hydrogen storage capacity of the UK continental shelf Scafidi, Jonathan; Wilkinson, Mark; Gilfillan, Stuart M. V. International Journal of Hydrogen Energy, Vol. 46, Issue 12 https://doi.org/10.1016/j.ijhydene.2020.12.106	journal	February 2021
Geochemical reactions-induced hydrogen loss during underground hydrogen storage in sandstone reservoirs Bo, Zhenkai; Zeng, Lingping; Chen, Yongqiang International Journal of Hydrogen Energy, Vol. 46, Issue 38 https://doi.org/10.1016/j.ijhydene.2021.03.116	journal	June 2021
Seasonal hydrogen storage in a depleted oil and gas field Lysyy, Maksim; Fernø, Martin; Ersland, Geir International Journal of Hydrogen Energy, Vol. 46, Issue 49 https://doi.org/10.1016/j.ijhydene.2021.05.030	journal	July 2021
Influence of capillary threshold pressure and injection well location on the dynamic CO2 and H2 storage capacity for the deep geological structure Luboń, Katarzyna; Tarkowski, Radosław International Journal of Hydrogen Energy, Vol. 46, Issue 58 https://doi.org/10.1016/j.ijhydene.2021.06.119	journal	August 2021
Hydrogen storage in saline aquifers: The role of cushion gas for injection and production Heinemann, N.; Scafidi, J.; Pickup, G. International Journal of Hydrogen Energy, Vol. 46, Issue 79 https://doi.org/10.1016/j.ijhydene.2021.09.174	journal	November 2021
Scaling analysis of hydrogen flow with carbon dioxide cushion gas in subsurface heterogeneous porous media Wang, G.; Pickup, G.; Sorbie, K. International Journal of Hydrogen Energy, Vol. 47, Issue 3 https://doi.org/10.1016/j.ijhydene.2021.10.224	journal	January 2022
Development of a novel simulator for modelling underground hydrogen and gas mixture storage Cai, Zuansi; Zhang, Keni; Guo, Chaobin International Journal of Hydrogen Energy, Vol. 47, Issue 14 https://doi.org/10.1016/j.ijhydene.2021.12.224	journal	February 2022
Modeling hydrogen – rock – brine interactions for the Jurassic reservoir and cap rocks from Polish Lowlands Labus, Krzysztof; Tarkowski, Radosław International Journal of Hydrogen Energy, Vol. 47, Issue 20 https://doi.org/10.1016/j.ijhydene.2022.01.134	journal	March 2022
Predicting the hydrogen uptake ability of a wide range of zeolites utilizing supervised machine learning methods Seyed Alizadeh, Seyed Mehdi; Parhizi, Zahra; Alibak, Ali Hosin International Journal of Hydrogen Energy, Vol. 47, Issue 51 https://doi.org/10.1016/j.ijhydene.2022.05.038	journal	June 2022
Applying the wavelet neural network to estimate hydrogen dissolution in underground sodium chloride solutions Zhu, Yinuo; Wang, Hongda; Vano, Keya International Journal of Hydrogen Energy, Vol. 47, Issue 54 https://doi.org/10.1016/j.ijhydene.2022.05.130	journal	June 2022
Molecular dynamics simulation of hydrogen diffusion in water-saturated clay minerals; implications for Underground Hydrogen Storage (UHS) Ghasemi, Mehdi; Omrani, Sina; Mahmoodpour, Saeed International Journal of Hydrogen Energy, Vol. 47, Issue 59 https://doi.org/10.1016/j.ijhydene.2022.05.246	journal	July 2022
Hydrogen storage in Majiagou carbonate reservoir in China: Geochemical modelling on carbonate dissolution and hydrogen loss Zeng, Lingping; Keshavarz, Alireza; Xie, Quan International Journal of Hydrogen Energy, Vol. 47, Issue 59 https://doi.org/10.1016/j.ijhydene.2022.05.247	journal	July 2022
Hydrogen wettability in carbonate reservoirs: Implication for underground hydrogen storage from geochemical perspective Zeng, Lingping; Hosseini, Mirhasan; Keshavarz, Alireza International Journal of Hydrogen Energy, Vol. 47, Issue 60 https://doi.org/10.1016/j.ijhydene.2022.05.289	journal	July 2022
Numerical modelling of H2 storage with cushion gas of CO2 in subsurface porous media: Filter effects of CO2 solubility Wang, G.; Pickup, G.; Sorbie, K. International Journal of Hydrogen Energy, Vol. 47, Issue 67 https://doi.org/10.1016/j.ijhydene.2022.06.201	journal	August 2022
Prediction of hydrogen solubility in aqueous solutions: Comparison of equations of state and advanced machine learning-metaheuristic approaches Ansari, Sajjad; Safaei-Farouji, Majid; Atashrouz, Saeid International Journal of Hydrogen Energy, Vol. 47, Issue 89 https://doi.org/10.1016/j.ijhydene.2022.08.288	journal	November 2022
Underground hydrogen storage in a naturally fractured gas reservoir: The role of fracture Zamehrian, Mohammad; Sedaee, Behnam International Journal of Hydrogen Energy, Vol. 47, Issue 93 https://doi.org/10.1016/j.ijhydene.2022.09.116	journal	December 2022
Modeling interfacial tension of the hydrogen-brine system using robust machine learning techniques: Implication for underground hydrogen storage Ng, Cuthbert Shang Wui; Djema, Hakim; Nait Amar, Menad International Journal of Hydrogen Energy, Vol. 47, Issue 93 https://doi.org/10.1016/j.ijhydene.2022.09.120	journal	December 2022
The influence of the first filling period length and reservoir level depth on the operation of underground hydrogen storage in a deep aquifer Luboń, Katarzyna; Tarkowski, Radosław International Journal of Hydrogen Energy, Vol. 48, Issue 3 https://doi.org/10.1016/j.ijhydene.2022.09.284	journal	January 2023
Experimental investigation of hydrogen-carbonate reactions via computerized tomography: Implications for underground hydrogen storage Al-Yaseri, Ahmed; Al-Mukainah, Hani; Yekeen, Nurudeen International Journal of Hydrogen Energy, Vol. 48, Issue 9 https://doi.org/10.1016/j.ijhydene.2022.10.148	journal	January 2023
A comprehensive literature review on the challenges associated with underground hydrogen storage Navaid, Humza Bin; Emadi, Hossein; Watson, Marshall International Journal of Hydrogen Energy, Vol. 48, Issue 28 https://doi.org/10.1016/j.ijhydene.2022.11.225	journal	April 2023
Pore-scale modelling on hydrogen transport in porous media: Implications for hydrogen storage in saline aquifers Wang, Jinlei; Yang, Yongfei; Cai, Shaobin International Journal of Hydrogen Energy, Vol. 48, Issue 37 https://doi.org/10.1016/j.ijhydene.2022.11.299	journal	April 2023
Review on using the depleted gas reservoirs for the underground H2 storage: A case study in Niigata prefecture, Japan Safari, Alireza; Zeng, Lingping; Nguele, Ronald International Journal of Hydrogen Energy, Vol. 48, Issue 28 https://doi.org/10.1016/j.ijhydene.2022.12.108	journal	April 2023
Large-scale underground hydrogen storage: Integrated modeling of reservoir-wellbore system Abdellatif, Mohab; Hashemi, Mehrdad; Azizmohammadi, Siroos International Journal of Hydrogen Energy, Vol. 48, Issue 50 https://doi.org/10.1016/j.ijhydene.2023.01.227	journal	June 2023
Cavern integrity for underground hydrogen storage in the Brazilian pre-salt fields Dias, Williams; Roehl, Deane; Mejia, Cristian International Journal of Hydrogen Energy, Vol. 48, Issue 69 https://doi.org/10.1016/j.ijhydene.2023.03.292	journal	August 2023
Modeling hydrogen storage capacities, injection and withdrawal cycles in salt caverns: Introducing the GeoH2 salt storage and cycling app Ruiz Maraggi, Leopoldo M.; Moscardelli, Lorena G. International Journal of Hydrogen Energy, Vol. 48, Issue 69 https://doi.org/10.1016/j.ijhydene.2023.03.293	journal	August 2023
Compositional reservoir simulation of underground hydrogen storage in depleted gas reservoirs Huang, Tianjia; Moridis, George J.; Blasingame, Thomas A. International Journal of Hydrogen Energy, Vol. 48, Issue 92 https://doi.org/10.1016/j.ijhydene.2023.05.355	journal	November 2023
Geochemical modelling on the role of redox reactions during hydrogen underground storage in porous media Zhan, Shuo; Zeng, Lingping; Al-Yaseri, Ahmed International Journal of Hydrogen Energy, Vol. 50 https://doi.org/10.1016/j.ijhydene.2023.06.153	journal	January 2024
Numerical simulation of the impact of different cushion gases on underground hydrogen storage in aquifers based on an experimentally-benchmarked equation-of-state Zhao, Qingqi; Wang, Yuhang; Chen, Cheng International Journal of Hydrogen Energy, Vol. 50 https://doi.org/10.1016/j.ijhydene.2023.07.262	journal	January 2024
Mechanistic evaluation of the reservoir engineering performance for the underground hydrogen storage in a deep North Sea aquifer Jadhawar, Prashant; Saeed, Motaz International Journal of Hydrogen Energy, Vol. 50 https://doi.org/10.1016/j.ijhydene.2023.07.272	journal	January 2024
Optimizing underground hydrogen storage in aquifers: The impact of cushion gas type Saeed, Motaz; Jadhawar, Prashant International Journal of Hydrogen Energy, Vol. 52 https://doi.org/10.1016/j.ijhydene.2023.08.352	journal	January 2024
New-generation machine learning models as prediction tools for modeling interfacial tension of hydrogen-brine system Gbadamosi, Afeez; Adamu, Haruna; Usman, Jamilu International Journal of Hydrogen Energy, Vol. 50 https://doi.org/10.1016/j.ijhydene.2023.09.170	journal	January 2024
Interplay between microbial activity and geochemical reactions during underground hydrogen storage in a seawater-rich formation Shojaee, A.; Ghanbari, S.; Wang, G. International Journal of Hydrogen Energy, Vol. 50 https://doi.org/10.1016/j.ijhydene.2023.10.061	journal	January 2024
A prediction of interfacial tension by using molecular dynamics simulation: A study on effects of cushion gas (CO2, N2 and CH4) for Underground Hydrogen Storage Doan, Quoc Truc; Keshavarz, Alireza; Miranda, Caetano R. International Journal of Hydrogen Energy, Vol. 50 https://doi.org/10.1016/j.ijhydene.2023.10.156	journal	January 2024
Nuclear magnetic resonance and molecular simulation study of H2 and CH4 adsorption onto shale and sandstone for hydrogen geological storage Ho, Tuan A.; Dang, Son T.; Dasgupta, Nabankur International Journal of Hydrogen Energy, Vol. 51 https://doi.org/10.1016/j.ijhydene.2023.11.011	journal	January 2024
Molecular dynamics simulation of hydrogen diffusion into brine: Implications for underground hydrogen storage Kalati, Seyedeh Saba; Pour Khiabani, Nahid; Ayatollahi, Shahab International Journal of Hydrogen Energy, Vol. 53 https://doi.org/10.1016/j.ijhydene.2023.11.318	journal	January 2024
Data-driven machine learning models for the prediction of hydrogen solubility in aqueous systems of varying salinity: Implications for underground hydrogen storage Vo Thanh, Hung; Zhang, Hemeng; Dai, Zhenxue International Journal of Hydrogen Energy, Vol. 55 https://doi.org/10.1016/j.ijhydene.2023.12.131	journal	February 2024
Artificial intelligence-based prediction of hydrogen adsorption in various kerogen types: Implications for underground hydrogen storage and cleaner production Vo Thanh, Hung; Dai, Zhenxue; Du, Zhengyang International Journal of Hydrogen Energy, Vol. 57 https://doi.org/10.1016/j.ijhydene.2024.01.115	journal	February 2024
Prediction of hydrogen−brine interfacial tension at subsurface conditions: Implications for hydrogen geo-storage Hosseini, Mostafa; Leonenko, Yuri International Journal of Hydrogen Energy, Vol. 58 https://doi.org/10.1016/j.ijhydene.2024.01.227	journal	March 2024
Geomechanics of hydrogen storage in a depleted gas field Tenthorey, Eric; Hsiao, W. Moh; Puspitasari, Ratih International Journal of Hydrogen Energy, Vol. 60 https://doi.org/10.1016/j.ijhydene.2024.02.189	journal	March 2024
Experimental study on the effect of hydrogen on the mechanical properties of hulett sandstone Dabbaghi, Ehsan; Ng, Kam; Brown, Tyler C. International Journal of Hydrogen Energy, Vol. 60 https://doi.org/10.1016/j.ijhydene.2024.02.210	journal	March 2024
Underground hydrogen storage leakage detection and characterization based on machine learning of sparse seismic data Gao, Kai; Creasy, Neala M.; Huang, Lianjie International Journal of Hydrogen Energy, Vol. 61 https://doi.org/10.1016/j.ijhydene.2024.02.296	journal	April 2024
Thermo-physical numerical model for hydrogen storage in underground tanks and caverns Bachand, Antoine; Doyon, Bernard; Raymond, Jasmin International Journal of Hydrogen Energy, Vol. 66 https://doi.org/10.1016/j.ijhydene.2024.03.246	journal	May 2024
Monitoring underground hydrogen storage migration and distribution using time-lapse acoustic waveform inversion Yang, Jixin; He, Xiao; Wang, Suran International Journal of Hydrogen Energy, Vol. 69 https://doi.org/10.1016/j.ijhydene.2024.05.002	journal	June 2024
Prospectivity analysis for underground hydrogen storage, Taranaki basin, Aotearoa New Zealand: A multi-criteria decision-making approach Higgs, Karen E.; Strogen, Dominic P.; Nicol, Andrew International Journal of Hydrogen Energy, Vol. 71 https://doi.org/10.1016/j.ijhydene.2024.05.098	journal	June 2024
Hydrogen-water-rock interaction from the perspective of underground hydrogen storage: Micromechanical properties and mineral content of rock Mu, Ying; Zou, Caineng; Hu, Zhiming International Journal of Hydrogen Energy, Vol. 70 https://doi.org/10.1016/j.ijhydene.2024.05.133	journal	June 2024
Multiscale experimental and numerical study on hydrogen diffusivity in salt rocks and interlayers of salt cavern hydrogen storage Song, Rui; Song, Yujia; Liu, Jianjun International Journal of Hydrogen Energy, Vol. 79 https://doi.org/10.1016/j.ijhydene.2024.06.418	journal	August 2024
Phenomenal study of microbial impact on hydrogen storage in aquifers: A coupled multiphysics modelling Gao, Qi; Liu, Jishan; Elsworth, Derek International Journal of Hydrogen Energy, Vol. 79 https://doi.org/10.1016/j.ijhydene.2024.07.004	journal	August 2024
A critical review of underground hydrogen storage: From fundamentals to applications, unveiling future frontiers in energy storage Malki, Mohamed L.; Chellal, Hichem; Mao, Shaowen International Journal of Hydrogen Energy, Vol. 79 https://doi.org/10.1016/j.ijhydene.2024.07.076	journal	August 2024
Integrating 1D and 3D geomechanical modeling to ensure safe hydrogen storage in bedded salt caverns: A comprehensive case study in canning salt, Western Australia Naderi, Hamed; Hekmatnejad, Amin; Aftab, Adnan International Journal of Hydrogen Energy, Vol. 81 https://doi.org/10.1016/j.ijhydene.2024.07.341	journal	September 2024
Investigation of the effects of hydrogen injection and withdrawal frequency on stability and tightness of the salt cavern based on a novel coupled thermal-hydro-mechanical model Wang, Zonghao; Zhang, Yi; Liu, Zhongzhong International Journal of Hydrogen Energy, Vol. 82 https://doi.org/10.1016/j.ijhydene.2024.08.034	journal	September 2024
Novel coupled hydromechanical model considering multiple flow mechanisms for simulating underground hydrogen storage in depleted low-permeability gas reservoir Liu, Xianshan; Geng, Shaoyang; Sun, Junchang International Journal of Hydrogen Energy, Vol. 85 https://doi.org/10.1016/j.ijhydene.2024.08.366	journal	October 2024
Studying injection-extraction induced thermal stress on hydrogen storage cavern in bedded salt rocks Liu, Wei; Dong, Yunkui; Jiang, Liangliang International Journal of Hydrogen Energy, Vol. 94 https://doi.org/10.1016/j.ijhydene.2024.11.071	journal	December 2024
Techno-economic analysis and site screening for underground hydrogen storage in Intermountain-West region, United States Zhao, Wen; Mao, Shaowen; Mehana, Mohamed International Journal of Hydrogen Energy, Vol. 109 https://doi.org/10.1016/j.ijhydene.2025.02.095	journal	March 2025
Molecular simulation of hydrogen adsorption in subsurface systems with implications for underground storage Lee, Hyeonseok; Germann, Timothy C.; Gross, Michael R. International Journal of Hydrogen Energy, Vol. 114 https://doi.org/10.1016/j.ijhydene.2025.02.451	journal	March 2025
An efficient super learner model for predicting wettability of the hydrogen/mineral/brine system: Implication for hydrogen geo-storage Nait Amar, Menad; Youcefi, Mohamed Riad; Alqahtani, Fahd Mohamad International Journal of Hydrogen Energy, Vol. 124 https://doi.org/10.1016/j.ijhydene.2025.03.450	journal	May 2025
A novel data-driven machine learning model to predict maximum hydrogen column height for saline aquifers Sekar, Lokesh Kumar; Okoroafor, Esuru Rita International Journal of Hydrogen Energy, Vol. 142 https://doi.org/10.1016/j.ijhydene.2025.05.342	journal	June 2025
Physics-informed neural modeling of interfacial tension in hydrogen-rich systems using attention-based learning Ahmadi, Mohammadali International Journal of Hydrogen Energy, Vol. 163 https://doi.org/10.1016/j.ijhydene.2025.150829	journal	September 2025
Interpretable knowledge-guided machine learning for prediction wettability hydrogen-rocks/minerals-brine system in underground hydrogen storage project Vo Thanh, Hung International Journal of Hydrogen Energy, Vol. 177 https://doi.org/10.1016/j.ijhydene.2025.151462	journal	October 2025
A differential-ratio neutron logging method for high-precision monitoring of hydrogen storage in depleted gas reservoirs Song, Xiaoyu; Wu, Wensheng; Zhang, Haoyu International Journal of Hydrogen Energy, Vol. 197 https://doi.org/10.1016/j.ijhydene.2025.152697	journal	January 2026
Integrating molecular dynamics and machine learning to predict hydrogen–brine interfacial tension for subsurface storage Alshehab, Naif; Kamrava, Serveh International Journal of Hydrogen Energy, Vol. 204 https://doi.org/10.1016/j.ijhydene.2025.153347	journal	January 2026
Dynamic mechanical characteristics and application of constant resistance energy-absorbing supporting material Wang, Qi; Xu, Shuo; He, Manchao International Journal of Mining Science and Technology, Vol. 32, Issue 3 https://doi.org/10.1016/j.ijmst.2022.03.005	journal	May 2022
Comparative analysis of thermodynamic and mechanical responses between underground hydrogen storage and compressed air energy storage in lined rock caverns Hu, Bowen; Yu, Liyuan; Mi, Xianzhen International Journal of Mining Science and Technology, Vol. 34, Issue 4 https://doi.org/10.1016/j.ijmst.2024.04.005	journal	April 2024
Experimental investigation of the mechanical properties of rock salt under triaxial cyclic loading Ma, Lin-jian; Liu, Xin-yu; Wang, Ming-yang International Journal of Rock Mechanics and Mining Sciences, Vol. 62 https://doi.org/10.1016/j.ijrmms.2013.04.003	journal	September 2013
Characterisation of mechanical behaviour of 3D printed rock-like material with digital image correlation Sharafisafa, Mansour; Shen, Luming; Xu, Qingfeng International Journal of Rock Mechanics and Mining Sciences, Vol. 112 https://doi.org/10.1016/j.ijrmms.2018.10.012	journal	December 2018
Multi-scale crack propagation and damage acceleration during uniaxial compression of marble Tang, Hu-dan International Journal of Rock Mechanics and Mining Sciences, Vol. 131 https://doi.org/10.1016/j.ijrmms.2020.104330	journal	July 2020
Feature extraction, recognition, and classification of acoustic emission waveform signal of coal rock sample under uniaxial compression Ding, Z. W.; Li, X. F.; Huang, X. International Journal of Rock Mechanics and Mining Sciences, Vol. 160 https://doi.org/10.1016/j.ijrmms.2022.105262	journal	December 2022
Recognition of shear and tension signals based on acoustic emission parameters and waveform using machine learning methods Ren, Fuqiang; Zhu, Chun; Yuan, Zhaohu International Journal of Rock Mechanics and Mining Sciences, Vol. 171 https://doi.org/10.1016/j.ijrmms.2023.105578	journal	November 2023
Frictional strength and sliding behaviors of an analogue rock-fault structure: A laboratory study Zhong, Zhen; Xu, Congqiang; Hu, Yunjin International Journal of Rock Mechanics and Mining Sciences, Vol. 174 https://doi.org/10.1016/j.ijrmms.2024.105665	journal	February 2024
Novel approaches to microbial enhancement of oil recovery Kryachko, Yuriy Journal of Biotechnology, Vol. 266 https://doi.org/10.1016/j.jbiotec.2017.12.019	journal	January 2018
Pore-scale visualization of hydrogen storage in a sandstone at subsurface pressure and temperature conditions: Trapping, dissolution and wettability Jangda, Zaid; Menke, Hannah; Busch, Andreas Journal of Colloid and Interface Science, Vol. 629 https://doi.org/10.1016/j.jcis.2022.09.082	journal	January 2023
Machine learning approaches to rediscovery and optimization of hydrogen storage on porous bio-derived carbon Rahimi, Mohammad; Abbaspour-Fard, Mohammad Hossein; Rohani, Abbas Journal of Cleaner Production, Vol. 329 https://doi.org/10.1016/j.jclepro.2021.129714	journal	December 2021
Development of multi-objective co-optimization framework for underground hydrogen storage and carbon dioxide storage using machine learning algorithms Kanaani, Mahdi; Sedaee, Behnam; Asadian-Pakfar, Mojtaba Journal of Cleaner Production, Vol. 386 https://doi.org/10.1016/j.jclepro.2022.135785	journal	February 2023
The use of a gravity-assisted-storage-extraction protocol for hydrogen storage in saline aquifers Sun, Qian; Tang, Hanjing; Ruan, Hao Journal of Cleaner Production, Vol. 413 https://doi.org/10.1016/j.jclepro.2023.137408	journal	August 2023
Simulation-based optimal Bayesian experimental design for nonlinear systems Huan, Xun; Marzouk, Youssef M. Journal of Computational Physics, Vol. 232, Issue 1 https://doi.org/10.1016/j.jcp.2012.08.013	journal	January 2013
Gradient-boosted spatiotemporal neural network for simulating underground hydrogen storage in aquifers Wang, Jian; Hu, Zongwen; Yan, Xia Journal of Computational Physics, Vol. 521 https://doi.org/10.1016/j.jcp.2024.113557	journal	January 2025
A comprehensive review of site selection, experiment and numerical simulation for underground hydrogen storage Wang, Jinkai; Wu, Rui; Wei, Mingzhen Gas Science and Engineering, Vol. 118 https://doi.org/10.1016/j.jgsce.2023.205105	journal	October 2023
Pore structure changes and its stress-sensitive behavior in sandstone under cyclic stress: Implication for underground gas storage Deng, Guangrong; Zhou, Junping; Tian, Shifeng Gas Science and Engineering, Vol. 119 https://doi.org/10.1016/j.jgsce.2023.205130	journal	November 2023
Modelling underground hydrogen storage: A state-of-the-art review of fundamental approaches and findings Saeed, Motaz; Jadhawar, Prashant Gas Science and Engineering, Vol. 121 https://doi.org/10.1016/j.jgsce.2023.205196	journal	January 2024
Quantification of hydrogen depletion and mineral reactivity in underground hydrogen storage reservoirs Dodangoda, Chatura; P. G., Ranjith Gas Science and Engineering, Vol. 126 https://doi.org/10.1016/j.jgsce.2024.205318	journal	June 2024
Risk assessment of wellbore leakage during underground hydrogen storage Malki, Mohamed L.; Chellal, Hichem; Bijay, K. C. Gas Science and Engineering, Vol. 140 https://doi.org/10.1016/j.jgsce.2025.205661	journal	August 2025
Combining machine learning and multi-objective optimization algorithms to optimize key parameters for underground hydrogen storage Du, Zhengyang; Dai, Zhenxue; Yin, Shangxian Gas Science and Engineering, Vol. 142 https://doi.org/10.1016/j.jgsce.2025.205713	journal	October 2025
Assessment of parameter uncertainty in hydrological model using a Markov-Chain-Monte-Carlo-based multilevel-factorial-analysis method Zhang, Junlong; Li, Yongping; Huang, Guohe Journal of Hydrology, Vol. 538 https://doi.org/10.1016/j.jhydrol.2016.04.044	journal	July 2016
Model-data interaction in groundwater studies: Review of methods, applications and future directions Rajabi, Mohammad Mahdi; Ataie-Ashtiani, Behzad; Simmons, Craig T. Journal of Hydrology, Vol. 567 https://doi.org/10.1016/j.jhydrol.2018.09.053	journal	December 2018
Microorganisms and their metabolic activities affect seepage through porous media in groundwater artificial recharge systems: A review Yang, Yuesuo; Wu, Yuhui; Lu, Ying Journal of Hydrology, Vol. 598 https://doi.org/10.1016/j.jhydrol.2021.126256	journal	July 2021
An integrated inversion framework for heterogeneous aquifer structure identification with single-sample generative adversarial network Zhan, Chuanjun; Dai, Zhenxue; Samper, Javier Journal of Hydrology, Vol. 610 https://doi.org/10.1016/j.jhydrol.2022.127844	journal	July 2022
Anomalous transport and upscaling in critically-connected fracture networks under stress conditions Jiang, Chuanyin; Roubinet, Delphine; Lei, Qinghua Journal of Hydrology, Vol. 630 https://doi.org/10.1016/j.jhydrol.2024.130661	journal	February 2024
Identification of solute transport parameters in fractured granites with heterogeneous apertures Cao, Mingxu; Dai, Zhenxue; Jia, Sida Journal of Hydrology, Vol. 633 https://doi.org/10.1016/j.jhydrol.2024.130938	journal	April 2024
Impact of effective stress on permeability for carbonate fractured-vuggy rocks Sun, Ke; Liu, Huiqing; Leung, Juliana Y. Journal of Rock Mechanics and Geotechnical Engineering, Vol. 16, Issue 3 https://doi.org/10.1016/j.jrmge.2023.04.007	journal	March 2024
Study of hydro-mechanical behaviours of rough rock fracture with shear dilatancy and asperities using shear-flow model Wang, Luyu; Chen, Weizhong; Sui, Qun Journal of Rock Mechanics and Geotechnical Engineering, Vol. 16, Issue 10 https://doi.org/10.1016/j.jrmge.2023.11.020	journal	October 2024
Crack and failure behaviors of sandstone subjected to dynamic loads visualized by micro-computed tomography Zhang, Xingyu; Guo, Pengfei; Gao, Xiangbo Journal of Rock Mechanics and Geotechnical Engineering, Vol. 17, Issue 3 https://doi.org/10.1016/j.jrmge.2024.05.001	journal	March 2025
Fracture mechanical properties of carbonate and evaporite caprocks in Sichuan Basin, China with implications for reservoir seal integrity Liao, Zonghu; Wu, Mengni; Chen, Xiaofeng Marine and Petroleum Geology, Vol. 119 https://doi.org/10.1016/j.marpetgeo.2020.104468	journal	September 2020
Appraisal of tectonically-influenced lowstand prograding clinoform sedimentary fairways of Early-Cretaceous Sember deltaic sequences, Pakistan using dynamical reservoir simulations: Implications for natural gas exploration Naseer, Muhammad Tayyab Marine and Petroleum Geology, Vol. 151 https://doi.org/10.1016/j.marpetgeo.2023.106166	journal	May 2023
An overview of hydrogen underground storage technology and prospects in China Bai, Mingxing; Song, Kaoping; Sun, Yuxue Journal of Petroleum Science and Engineering, Vol. 124 https://doi.org/10.1016/j.petrol.2014.09.037	journal	December 2014
Shale brittleness evaluation based on energy balance analysis of stress-strain curves Rahimzadeh Kivi, Iman; Ameri, Mohammadjavad; Molladavoodi, Hamed Journal of Petroleum Science and Engineering, Vol. 167 https://doi.org/10.1016/j.petrol.2018.03.061	journal	August 2018
The design of high-viscosity oil reservoir model based on the inverse problem solution Persova, Marina G.; Soloveichik, Yuri G.; Vagin, Denis V. Journal of Petroleum Science and Engineering, Vol. 199 https://doi.org/10.1016/j.petrol.2020.108245	journal	April 2021
Effect of pore type on porosity, permeability and pore volume compressibility of geological formations due to in-situ stress change Farahani, Milad; Aghaei, Hamed; Masoumi, Hossein Journal of Petroleum Science and Engineering, Vol. 218 https://doi.org/10.1016/j.petrol.2022.110986	journal	November 2022
Concise extraction and characterization of the pore-throat network in unconventional hydrocarbon reservoirs: A new perspective Du, Shu-Heng; Shi, Yong-Min Petroleum Science, Vol. 21, Issue 3 https://doi.org/10.1016/j.petsci.2023.12.009	journal	June 2024
Impacts of microbial interactions on underground hydrogen storage in porous media: A comprehensive review of experimental, numerical, and field studies Wu, Lin; Hou, Zheng-Meng; Luo, Zhi-Feng Petroleum Science, Vol. 21, Issue 6 https://doi.org/10.1016/j.petsci.2024.08.015	journal	December 2024
Low-carbon advancement through cleaner production: A machine learning approach for enhanced hydrogen storage predictions in coal seams Wang, Yongjun; Vo Thanh, Hung; Zhang, Hemeng Renewable Energy, Vol. 241 https://doi.org/10.1016/j.renene.2025.122342	journal	March 2025
Physics informed machine learning for prediction hydrogen solubility in aqueous solution to implication for underground hydrogen storage formations Vo Thanh, Hung Renewable Energy, Vol. 256 https://doi.org/10.1016/j.renene.2025.124460	journal	January 2026
Precursory changes in wave velocity for coal and rock samples under cyclic loading Jia, Haishan; Wang, Enyuan; Song, Dazhao Results in Physics, Vol. 12 https://doi.org/10.1016/j.rinp.2018.11.096	journal	March 2019
Determination and utilization of wind energy potential for Turkey İlkiliç, Cumali; Türkbay, İsmail Renewable and Sustainable Energy Reviews, Vol. 14, Issue 8 https://doi.org/10.1016/j.rser.2010.03.033	journal	October 2010
Underground hydrogen storage: Characteristics and prospects Tarkowski, Radoslaw Renewable and Sustainable Energy Reviews, Vol. 105 https://doi.org/10.1016/j.rser.2019.01.051	journal	May 2019
Estimating microbial growth and hydrogen consumption in hydrogen storage in porous media Thaysen, Eike M.; McMahon, Sean; Strobel, Gion J. Renewable and Sustainable Energy Reviews, Vol. 151 https://doi.org/10.1016/j.rser.2021.111481	journal	November 2021
Underground hydrogen storage: A UK perspective Jahanbakhsh, Amir; Louis Potapov-Crighton, Alexander; Mosallanezhad, Abdolali Renewable and Sustainable Energy Reviews, Vol. 189 https://doi.org/10.1016/j.rser.2023.114001	journal	January 2024
Exploring hydrogen geologic storage in China for future energy: Opportunities and challenges Du, Zhengyang; Dai, Zhenxue; Yang, Zhijie Renewable and Sustainable Energy Reviews, Vol. 196 https://doi.org/10.1016/j.rser.2024.114366	journal	May 2024
Comparison of unstructured kinetic bacterial growth models. Muloiwa, Mpho; Nyende-Byakika, Stephen; Dinka, Megersa South African Journal of Chemical Engineering, Vol. 33 https://doi.org/10.1016/j.sajce.2020.07.006	journal	July 2020
Numerical analysis of the mechanical properties of rock materials under tiered and multi-level cyclic load regimes Zhou, Yongqiang; Sheng, Qian; Li, Nana Soil Dynamics and Earthquake Engineering, Vol. 135 https://doi.org/10.1016/j.soildyn.2020.106186	journal	August 2020
Improving the accuracy of nonpoint-source pollution estimates in inland waters with coupled satellite-UAV data Zhao, Changsen; Li, Maomao; Wang, Xuelian Water Research, Vol. 225 https://doi.org/10.1016/j.watres.2022.119208	journal	October 2022
An integrated framework of deep learning and entropy theory for enhanced high-dimensional permeability field identification in heterogeneous aquifers Cao, Mingxu; Dai, Zhenxue; Chen, Junjun Water Research, Vol. 268 https://doi.org/10.1016/j.watres.2024.122706	journal	January 2025
Capillary Sealing Efficiency Analysis of Caprocks: Implication for Hydrogen Geological Storage Hosseini, Mirhasan; Fahimpour, Jalal; Ali, Muhammad Energy & Fuels, Vol. 36, Issue 7 https://doi.org/10.1021/acs.energyfuels.2c00281	journal	March 2022
Impact of Dilation and Irreversible Compaction on Underground Hydrogen Storage in Depleted Hydrocarbon Reservoirs Kanaani, Mahdi; Sedaee, Behnam Energy & Fuels, Vol. 36, Issue 22 https://doi.org/10.1021/acs.energyfuels.2c02150	journal	November 2022
Effect of Cushion Gas on Hydrogen/Brine Flow Behavior in Oil-Wet Rocks with Application to Hydrogen Storage in Depleted Oil and Gas Reservoirs Mirchi, Vahideh; Dejam, Morteza; Alvarado, Vladimir Energy & Fuels, Vol. 37, Issue 19 https://doi.org/10.1021/acs.energyfuels.3c02884	journal	September 2023
Integrating Capacity and Efficiency for Optimal Hydrogen Storage Site Selection in Saline Aquifers Chen, Fangxuan; Chen, Bailian; Mao, Shaowen Energy & Fuels, Vol. 38, Issue 5 https://doi.org/10.1021/acs.energyfuels.3c04852	journal	February 2024
Enhanced Gas Recovery Coupled with CO₂ Sequestration in Tight Sandstone Reservoirs with Different Pore-Throat Structures Hu, Jiangtao; Yang, Shenglai; Yang, Kun Energy & Fuels, Vol. 38, Issue 13 https://doi.org/10.1021/acs.energyfuels.4c01971	journal	June 2024
Toward a Fundamental Understanding of Geological Hydrogen Storage Aftab, Adnan; Hassanpouryouzband, Aliakbar; Xie, Quan Industrial & Engineering Chemistry Research, Vol. 61, Issue 9 https://doi.org/10.1021/acs.iecr.1c04380	journal	February 2022
Accurate Experimental (p, ρ, T) Data for the Introduction of Hydrogen into the Natural Gas Grid: Thermodynamic Characterization of the Nitrogen–Hydrogen Binary System from 240 to 350 K and Pressures up to 20 MPa Hernández-Gómez, Roberto; Tuma, Dirk; Gómez-Hernández, Angel Journal of Chemical & Engineering Data, Vol. 62, Issue 12 https://doi.org/10.1021/acs.jced.7b00694	journal	November 2017
Geological Hydrogen Storage: Geochemical Reactivity of Hydrogen with Sandstone Reservoirs Hassanpouryouzband, Aliakbar; Adie, Kate; Cowen, Trystan ACS Energy Letters, Vol. 7, Issue 7 https://doi.org/10.1021/acsenergylett.2c01024	journal	June 2022
Toward Energy-Independence and Net-Zero: The Inevitability of Subsurface Storage in Europe Miocic, Johannes M.; Alcalde, Juan; Heinemann, Niklas ACS Energy Letters, Vol. 7, Issue 8 https://doi.org/10.1021/acsenergylett.2c01303	journal	July 2022
PVT measurements of hydrogen/methane mixtures at high pressures Machado, Jose R. S.; Streett, William B.; Dieters, Ulrich Journal of Chemical & Engineering Data, Vol. 33, Issue 2 https://doi.org/10.1021/je00052a027	journal	April 1988
Entropy theory-based criterion for hydrometric network evaluation and design: Maximum information minimum redundancy: HYDROMETRIC NETWORK EVALUATION AND DESIGN Li, Chao; Singh, Vijay P.; Mishra, Ashok K. Water Resources Research, Vol. 48, Issue 5 https://doi.org/10.1029/2011WR011251	journal	May 2012
From Fluid Flow to Coupled Processes in Fractured Rock: Recent Advances and New Frontiers Viswanathan, H. S.; Ajo‐Franklin, J.; Birkholzer, J. T. Reviews of Geophysics, Vol. 60, Issue 1 https://doi.org/10.1029/2021RG000744	journal	February 2022
An Improved Tandem Neural Network Architecture for Inverse Modeling of Multicomponent Reactive Transport in Porous Media Chen, Junjun; Dai, Zhenxue; Yang, Zhijie Water Resources Research, Vol. 57, Issue 12 https://doi.org/10.1029/2021WR030595	journal	November 2021
Integration of Deep Learning and Information Theory for Designing Monitoring Networks in Heterogeneous Aquifer Systems Chen, Junjun; Dai, Zhenxue; Dong, Shuning Water Resources Research, Vol. 58, Issue 10 https://doi.org/10.1029/2022WR032429	journal	October 2022
Data‐Worth Analysis for Heterogeneous Subsurface Structure Identification With a Stochastic Deep Learning Framework Zhan, Chuanjun; Dai, Zhenxue; Soltanian, Mohamad Reza Water Resources Research, Vol. 58, Issue 11 https://doi.org/10.1029/2022WR033241	journal	November 2022
Laboratory Earthquakes Simulations—Emergence, Structure, and Evolution of Fault Heterogeneity Mollon, Guilhem; Aubry, Jérôme; Schubnel, Alexandre Journal of Geophysical Research: Solid Earth, Vol. 129, Issue 6 https://doi.org/10.1029/2023JB028626	journal	June 2024
Pore‐Scale Modeling of Reactive Transport with Coupled Mineral Dissolution and Precipitation Wang, Ziyan; Hu, Mengsu; Steefel, Carl Water Resources Research, Vol. 60, Issue 6 https://doi.org/10.1029/2023WR036122	journal	June 2024
Effects of chemical environments on slow crack growth in glasses and ceramics Freiman, S. W. Journal of Geophysical Research: Solid Earth, Vol. 89, Issue B6 https://doi.org/10.1029/JB089iB06p04072	journal	June 1984
Observational evidence confirms modelling of the long-term integrity of CO2-reservoir caprocks Kampman, N.; Busch, A.; Bertier, P. Nature Communications, Vol. 7, Issue 1 https://doi.org/10.1038/ncomms12268	journal	July 2016
Review on natural hydrogen wells safety Sun, Baojiang; Zhang, Mengjun; Sun, Qian Nature Communications, Vol. 16, Issue 1 https://doi.org/10.1038/s41467-024-55773-y	journal	January 2025
Thermodynamic and transport properties of hydrogen containing streams Hassanpouryouzband, Aliakbar; Joonaki, Edris; Edlmann, Katriona Scientific Data, Vol. 7, Issue 1 https://doi.org/10.1038/s41597-020-0568-6	journal	July 2020
Pore-scale modelling and sensitivity analyses of hydrogen-brine multiphase flow in geological porous media Hashemi, Leila; Blunt, Martin; Hajibeygi, Hadi Scientific Reports, Vol. 11, Issue 1 https://doi.org/10.1038/s41598-021-87490-7	journal	April 2021
Geomechanical simulation of energy storage in salt formations Ramesh Kumar, Kishan; Makhmutov, Artur; Spiers, Christopher J. Scientific Reports, Vol. 11, Issue 1 https://doi.org/10.1038/s41598-021-99161-8	journal	October 2021
Artificial intelligence-driven assessment of salt caverns for underground hydrogen storage in Poland Derakhshani, Reza; Lankof, Leszek; GhasemiNejad, Amin Scientific Reports, Vol. 14, Issue 1 https://doi.org/10.1038/s41598-024-64020-9	journal	June 2024
Application of improved and efficient image repair algorithm in rock damage experimental research Xu, Mingzhe; Qi, Xianyin; Geng, Diandong Scientific Reports, Vol. 14, Issue 1 https://doi.org/10.1038/s41598-024-65790-y	journal	June 2024
Analysis and prediction of hydrogen relative permeability in underground storage systems using machine learning Amjadi, Alireza; Kord, Shahin Scientific Reports, Vol. 15, Issue 1 https://doi.org/10.1038/s41598-025-21507-3	journal	October 2025
Enabling large-scale hydrogen storage in porous media – the scientific challenges Heinemann, Niklas; Alcalde, Juan; Miocic, Johannes M. Energy & Environmental Science, Vol. 14, Issue 2 https://doi.org/10.1039/D0EE03536J	journal	January 2021
Pore-scale modeling of water–gas flow in heterogeneous porous media Shi, Haidong; Zhu, Qingyuan; Chen, Zhangxin Physics of Fluids, Vol. 35, Issue 7 https://doi.org/10.1063/5.0157655	journal	July 2023
Comparison of geomechanical deformation induced by megatonne-scale CO2 storage at Sleipner, Weyburn, and In Salah Verdon, J. P.; Kendall, J. - M.; Stork, A. L. Proceedings of the National Academy of Sciences, Vol. 110, Issue 30 https://doi.org/10.1073/pnas.1302156110	journal	July 2013
Study on Hydrogen Flow and Heat Transfer in Underground Salt Cavern Hydrogen Storage Zhang, Yi; Yang, Lihong; Huang, Wei Journal of Physics: Conference Series, Vol. 2599, Issue 1 https://doi.org/10.1088/1742-6596/2599/1/012017	journal	September 2023
Poroelastic model in a vertically sealed gas storage: a case study from cyclic injection/production in a carbonate aquifer Silverii, F.; Maccaferri, F.; Richter, G. Geophysical Journal International, Vol. 227, Issue 2 https://doi.org/10.1093/gji/ggab268	journal	July 2021
The effect of cyclic stress amplitude on macro‐meso failure of rock under triaxial confining pressure unloading Wang, Yu; Yan, Mingqi; Song, Weibin Fatigue & Fracture of Engineering Materials & Structures, Vol. 46, Issue 6 https://doi.org/10.1111/ffe.13993	journal	March 2023
An Analysis Platform for Multiscale Hydrogeologic Modeling with Emphasis on Hybrid Multiscale Methods Scheibe, Timothy D.; Murphy, Ellyn M.; Chen, Xingyuan Groundwater, Vol. 53, Issue 1 https://doi.org/10.1111/gwat.12179	journal	March 2014
General Solutions of the Equations of Elasticity and Consolidation for a Porous Material Biot, M. A. Journal of Applied Mechanics, Vol. 23, Issue 1 https://doi.org/10.1115/1.4011213	journal	March 1956
Hidden hydrogen Hand, Eric Science, Vol. 379, Issue 6633 https://doi.org/10.1126/science.adh1477	journal	February 2023
Mechanical response and energy evolution of interbedded shales subjected to multilevel constant/increasing-amplitude cyclic loading Li, Ke-Sheng; Yang, Sheng-Qi; Liu, Chuan-Xiao Canadian Geotechnical Journal, Vol. 61, Issue 11 https://doi.org/10.1139/cgj-2023-0486	journal	November 2024
Hydrogen storage in a heterogeneous sandstone formation: dimensioning and induced hydraulic effects Pfeiffer, Wolf Tilmann; Beyer, Christof; Bauer, Sebastian Petroleum Geoscience, Vol. 23, Issue 3 https://doi.org/10.1144/petgeo2016-050	journal	March 2017
Numerical experiments on hydrogen storage characterization in porous media using elastic full-waveform inversion Masaya, Shogo The Leading Edge, Vol. 43, Issue 12 https://doi.org/10.1190/tle43120852.1	journal	December 2024
Iterative Ensemble Smoother as an Approximate Solution to a Regularized Minimum-Average-Cost Problem: Theory and Applications Luo, Xiaodong; Stordal, Andreas S.; Lorentzen, Rolf J. SPE Journal, Vol. 20, Issue 05 https://doi.org/10.2118/176023-PA	journal	October 2015
Evaluating the Impact of Biochemical Reactions on H2 Storage in Depleted Gas Fields Rivolta, Giacomo; Maniglio, Marco; Elgendy, Ahmed SPE Journal, Vol. 29, Issue 08 https://doi.org/10.2118/215142-PA	journal	April 2024
The Design of Hydrogen Saline Aquifer Storage Processes Using a Machine-Learning Assisted Multiobjective Optimization Protocol Sun, Qian; Zhang, Miao; Ertekin, Turgay SPE Journal, Vol. 29, Issue 04 https://doi.org/10.2118/218405-PA	journal	January 2024
Multiscale Model for Hydrogen Transport and Storage in Shale Reservoirs Wang, Yanwei; Sun, Qian; Chen, Fangxuan SPE Journal, Vol. 29, Issue 06 https://doi.org/10.2118/219472-PA	journal	February 2024
Influence of Reservoir Salinity, Mineralogy, Temperature, and Pressure on Geochemical Hydrogen Loss in Depleted Carbonates Limaluka, Angelo Kennedy Lino; Yogarajah, Elakneswaran; Hiroyoshi, Naoki SPE Journal, Vol. 29, Issue 10 https://doi.org/10.2118/223081-PA	journal	July 2024
Stress-Sensitive Reservoirs Lorenz, J. C. Journal of Petroleum Technology, Vol. 51, Issue 01 https://doi.org/10.2118/50977-JPT	journal	January 1999
Assessing and modeling hydrogen reactivity in underground hydrogen storage: A review and models simulating the Lobodice town gas storage Tremosa, Joachim; Jakobsen, Rasmus; Le Gallo, Yann Frontiers in Energy Research, Vol. 11 https://doi.org/10.3389/fenrg.2023.1145978	journal	April 2023
Hydrogeochemical Modeling to Identify Potential Risks of Underground Hydrogen Storage in Depleted Gas Fields Hemme, Christina; van Berk, Wolfgang Applied Sciences, Vol. 8, Issue 11 https://doi.org/10.3390/app8112282	journal	November 2018
A Novel Sustainable Approach for Site Selection of Underground Hydrogen Storage in Poland Using Deep Learning Derakhshani, Reza; Lankof, Leszek; GhasemiNejad, Amin Energies, Vol. 17, Issue 15 https://doi.org/10.3390/en17153677	journal	July 2024
Geochemical Effects on Storage Gases and Reservoir Rock during Underground Hydrogen Storage: A Depleted North Sea Oil Reservoir Case Study Saeed, Motaz; Jadhawar, Prashant; Bagala, Stefano Hydrogen, Vol. 4, Issue 2 https://doi.org/10.3390/hydrogen4020023	journal	May 2023
H2, CO2, and CH4 Adsorption Potential of Kerogen as a Function of Pressure, Temperature, and Maturity Raza, Arshad; Mahmoud, Mohamed; Alafnan, Saad International Journal of Molecular Sciences, Vol. 23, Issue 21 https://doi.org/10.3390/ijms232112767	journal	October 2022
Hydrogen underground storage efﬁciency in a heterogeneous sandstone reservoir Mahdi, Doaa Saleh; Al-Khdheeawi, Emad A.; Yuan, Yujie Advances in Geo-Energy Research, Vol. 5, Issue 4 https://doi.org/10.46690/ager.2021.04.08	journal	November 2021
Review of underground hydrogen storage: Concepts and challenges Hematpur, Hamed; Abdollahi, Reza; Rostami, Shahin Advances in Geo-Energy Research, Vol. 7, Issue 2 https://doi.org/10.46690/ager.2023.02.05	journal	December 2022

Similar Records

A quantitative risk assessment framework for fault reactivation in underground hydrogen storage: Coupled simulation and deep learning approach

Journal Article · Mon Sep 01 00:00:00 UTC 2025 · Journal of Rock Mechanics and Geotechnical Engineering · OSTI ID:2588094

Chellal, Hichem; Malki, Mohamed; Indro, Axel; +4 more

A Review of Coupled Geochemical–Geomechanical Impacts in Subsurface CO2, H2, and Air Storage Systems

Journal Article · Fri Jun 14 00:00:00 UTC 2024 · Energies · OSTI ID:2373345

Shi, Zhuofan; Driba, Dejene L.; Lopez Rivera, Nora; +2 more

High fidelity multiphysics tightly coupled model for a lead cooled fast reactor concept and application to statistical calculation of hot channel factors

Journal Article · Mon Feb 24 00:00:00 UTC 2025 · Nuclear Engineering and Design · OSTI ID:2998705

Yu, Y.; Park, H.; Novak, A.; +1 more

Related Subjects

25 ENERGY STORAGE
54 ENVIRONMENTAL SCIENCES
Geomechanics
Machine learning
Multi-objective optimization (MOO)
Multiphysics-coupled numerical simulation
Underground Hydrogen Storage (UHS)

Title: Innovations in underground hydrogen storage with multiphysics simulations, optimization, and monitoring: A review

Citation Formats

References (265)

Similar Records

Related Subjects