Carbon capture and storage

Located along the North Sea, the Humber is expected to play a central role in the UK’s effort to achieve a net-zero emissions status by 2050.
The firm’s latest analysis puts the bulk of the blame on a fragmented supply chain.
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.

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