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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Smart Seismic Solutions plans to use 50,000 nodes to examine storage potential for the Greenstore CCS project. -
Ir Mohd Yusri Mohamed Yusof spoke with JPT about the national oil company’s carbon capture and storage efforts, the value of cross-border cooperation, and his expectations for OTC Asia, to be held 31 March–2 April 2026 in Kuala Lumpur.
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The company said it has started transporting and storing carbon dioxide in its second carbon capture and storage operation in the state.
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This paper reviews the simultaneous supercritical CO2/brine aquifer injection and water-alternating-gas methods for geologic carbon sequestration and proposes a novel integration with saltwater-disposal wells.
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In the past year, publications on CO2, natural gas, and hydrogen storage have increasingly focused on the design, evaluation, and optimization of storage plans. These efforts encompass a broad spectrum of challenges and innovations, including the expansion of storage reservoirs from depleted gas fields and saline aquifers to stratified carbonate formations and heavy-o…
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In this paper, the authors review and draw lessons from the many firsts in the Teesside CO2 transportation and storage infrastructure project.
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Block Energy announced the completion of its carbon capture and storage pilot study, confirming the viability of the field for permanent carbon storage.
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DNV awarded the Abu Dhabi National Oil Company a storage certificate at the endorsement stage for its West Aquifer site.
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A DNV report on decarbonization says the Middle East and North Africa region is expected to become the world’s largest hydrogen exporter by 2060 while maintaining a dominant position in global oil and gas markets.
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A final investment decision is also expected by the end of the year for the company’s first low-carbon data center project.
