A critical review of physics-informed machine learning applications in subsurface energy systems
2024 · Geoenergy Science and Engineering · 57 citations
https://doi.org/10.1016/j.geoen.2024.212938
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Mohamed Mehana
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Mohamed Mehana is an academic researcher from Los Alamos National Laboratory. The author has contributed to research in topics: CO2 Sequestration and Geologic Interactions & Hydrocarbon exploration and reservoir analysis & Hydraulic Fracturing and Reservoir Analysis. The author has an h-index of 21, co-authored 113 publications.
ORCID: 0000-0003-2472-2879Papers by this author
worksReduced methane recovery at high pressure due to methane trapping in shale nanopores
2020 · Communications Earth & Environment · 48 citations
https://doi.org/10.1038/s43247-020-00047-w
Capacity and cost analysis of underground hydrogen storage in salt caverns in the United States
2025 · International Journal of Hydrogen Energy · 17 citations
https://doi.org/10.1016/j.ijhydene.2025.02.063
Economic assessment of clean hydrogen production from fossil fuels in the intermountain-west region, USA
2024 · Renewable and Sustainable Energy Transition · 16 citations
https://doi.org/10.1016/j.rset.2024.100077
Machine Learning and Data Fusion Approach for Elastic Rock Properties Estimation and Fracturability Evaluation
2024 · Energy and AI · 15 citations
https://doi.org/10.1016/j.egyai.2024.100335
Deep Learning-Based quantifications of methane emissions with field applications
2024 · International Journal of Applied Earth Observation and Geoinformation · 14 citations
https://doi.org/10.1016/j.jag.2024.104018
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