by nmh | Jun 7, 2018 | Uncategorized
A pretty cool display of topic models clustered and identified within a big bunch of well reports, so we can analyze… your analysis! The input data was composed of 4,542 pages (6.5 GB) of well reports, where we attempt to understand the contents,...
by nmh | May 11, 2018 | Uncategorized
We show the results of Automated Image Classification using Deep Convolutional Neural Network (DCNN-Image), and they are pretty exciting! We processed several thousands of images from well reports and performed multi-level automated classification technique on...
by nmh | May 8, 2018 | Uncategorized
In a way that we teach a child its first alphabet, in Iraya we teach the machine how to identify a seismic image-the colors, the texture, the feels.Then we teach it to differentiate between a core sample, a stratigraphic chart or a map. Because when a child learns its...
by nmh | Apr 25, 2018 | Uncategorized
Technology powers efficiency. Indeed, it was an honor to participate as one of the plenary speakers at the DOE’s ePowerMo conference last Tuesday, and present the latest developments on ML technologies for geoscience applications that our scientists in Iraya...
by nmh | Apr 16, 2018 | Uncategorized
Sentiment Analysis goes beyond Twitter. Here is Iraya’s take on the application of natural language processing (NLP) for high-level understanding of a big geoscience text corpus, where words are treated as vectors. Topic models are inferred and most frequently...
by nmh | Apr 12, 2018 | Uncategorized
Well Twinning made easy (magic)! In new ventures effort, we often need to go through a huge amount of well data in a short amount of time to find the closest well analog. The genetic “well twin”, can provide valuable information on lithology, production...
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