AI RESEARCH
Bayesian Neural Network Surrogates for Bayesian Optimization of Carbon Capture and Storage Operations
arXiv CS.LG
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ArXi:2507.21803v2 Announce Type: replace Carbon Capture and Storage (CCS) stands as a pivotal technology for fostering a sustainable future. The process, which involves injecting supercritical CO$_2$ into underground formations, a method already widely used for Enhanced Oil Recovery, serves a dual purpose: it not only curbs CO$_2$ emissions and addresses climate change but also extends the operational lifespan and sustainability of oil fields and platforms, easing the shift toward greener practices.