DSDE: Emerging Technology
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This article examines how clusters with different properties are produced by different clustering algorithms. In particular, it provides an overview of three clustering methods: k-Means clustering, hierarchical clustering, and DBSCAN.
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The authors develop a data-driven approach, enabled by machine learning, to find an optimal operating envelope for gas-lift wells.
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Privacy concerns about AI systems are growing. So researchers are testing whether they can remove sensitive data without retraining the system from scratch.
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Energy giant General Electric will be using one of the world's most powerful supercomputers, IBM's Summit, to run two new research projects that could boost the production of cleaner power.
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The US Department of Energy’s Office of Fossil Energy and Carbon Management awarded a total of $600,000 to four software developers who won a contest to support FECM’s Science-Informed Machine Learning to Accelerate Real-Time Decisions in the Subsurface Initiative.
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Data center company Crusoe Energy Systems is sounding out investor interest in a potential debt deal that would help grow the firm’s Bitcoin mining business, according to people with knowledge of the mater.
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Although quantum computing, or quantum processing, has still not become a reality in the oil and gas industry, it will prove disruptive according to an executive of a Brazilian player.
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The latest iteration of the Top500 list puts the Perlmutter supercomputer at Lawrence Berkeley Laboratory in the spotlight.
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The carbon footprint of Bitcoin and other cryptocurrencies has been making headlines recently. This article explains what drives their energy consumption and presents alternative approaches.
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Being able to deploy machine-learning applications at the edge is the key to unlocking a multibillion-dollar market. TinyML is the art and science of producing machine-learning models frugal enough to work at the edge, and it's seeing rapid growth.
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