Decarbonization
This work describes a study in which distributed data parallel training, paired with a node-local caching pipeline, enabled efficient multigraphics-processing-unit scaling for a CO₂-storage graph-neural-network surrogate while maintaining generalization.
Sustainable energy continues to grow as a focus for reliable, affordable, and secure energy as seen from the past year of papers reviewed for this feature. Three primary areas are being reported on heavily: carbon use for enhanced oil recovery, geological hydrogen discovery, and critical minerals from the subsurface.
This work uses a novel pseudosteady-state-based simulation to reduce training-data-generation cost while maintaining high-performance predictions of data-driven proxy models for carbon-sequestration projects.
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This study aims to systematically assess casing integrity and corrosion risks associated with CO2 injection in oil-recovery operations. -
This paper explores the development of direct-lithium-extraction technologies designed to recover lithium from unconventional feedstocks.
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This study applies Monte Carlo simulation and an XGBoost regression model to assess the influence of various formations, geologic provinces, tectonic-plate types, and boundary conditions on hydrogen concentrations.
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The US federal government is working to stymie offshore wind power, but proponents aren’t going quietly. Armed with data, they are taking on a sea of misinformation and hostility to defend the burgeoning resource in the US, while the rest of the world moves ahead briskly.
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A new Xodus report finds that scaling CCS across Europe will require significant investment in dedicated CO2 shipping, port infrastructure, and hybrid transport systems—projecting a fleet of about 65 vessels, 33 ports, and rapidly increasing emissions transport by 2050.
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The California Resources Corporation achieved the state’s first carbon dioxide injection into two depleted reservoirs with the potential to store 38 million tonnes.
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The new technology, recently highlighted at OTC, has received a statement of maturity from ABS.
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Research by Enervus sees early 2026 permitting activity for the carbon capture and storage wells pointing to a growing approval queue, even while the rate of applications eases.
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This paper presents a case study of oriented tubing-conveyed perforation followed by an acidizing operation to overcome technical challenges posed by a depleted reservoir targeted for a carbon capture, utilization, and storage project.
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Caturus Energy’s platform integrates upstream assets from the Haynesville and East Texas basins with downstream liquefaction and export terminal facilities on Louisiana’s Gulf Coast.
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