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stat.ML2021★ 4 cited
Deep learning for prediction of complex geology ahead of drilling
Kristian Fossum, Sergey Alyaev, Jan Tveranger +1
During a geosteering operation the well path is intentionally adjusted in response to the new data acquired while drilling. To achieve consistent high-quality decisions, especially…
stat.ML2020★ 5 cited
Leveraging tensor kernels to reduce objective function mismatch in deep clustering
Daniel J. Trosten, Sigurd Løkse, Robert Jenssen +1
Objective Function Mismatch (OFM) occurs when the optimization of one objective has a negative impact on the optimization of another objective. In this work we study OFM in deep cl…