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0 Replies and 483 Views
Physics-infused Graph Neural Network for Waterflood Management 483 0
Started by Patrick Ng
Graph neural network is often used to depict connections within social networks, and most recently, covid pathways. Last week, Hart Energy hosted an illuminating webinar on reservoir management. 'Transform Waterflood Management Practices, using Graph Neural Network (GNN)' https://lp.hartenergy.com/WBR10-October22AWSQRI10-19-22_LP-OnDemandRegistration.html IF you can't wait to watch the entire video, here are the highlights - a hybrid approach combining physics-based and data-driven mode...
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03 Nov 2022 09:16 PM |
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0 Replies and 355 Views
Energy in Data November 15-16 Act 2 @Austin 355 0
Started by Patrick Ng
Greater diversity and more use cases on connecting data to tackle challenges. See program detail, check out https://energyindata.org/Program Sample of Keynote Speakers -
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03 Nov 2022 07:10 PM |
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0 Replies and 395 Views
Deep Learning does not mean Deep Coding Visual 395 0
Started by Patrick Ng
In 2.5 weeks, Energy in Data will regroup at Austin. https://energyindata.org/ Quick look back - This post serves as closure from an exchange in February, on Day One of the Energy in Data gathering after the pandemic. In open discussion after Dr John Foster's “Tiny Neural Network” using 4 nodes one hidden layer to tackle the water saturation Buckley-Leverett problem, I asked how the audience felt about using Power BI. The prevalent view was that real data science ...
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27 Oct 2022 09:34 PM |
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0 Replies and 381 Views
Oil and Gas Guy making text2image ai 381 0
Started by Patrick Ng
Boris Dayma came to Houston from Brazil working in oil and gas. Today he is the creator* of https://www.craiyon.com/ Type in 'oil and gas gushers' and see. While that works like any image search engine, the opportunity lies in transfer learning. Next 'repurpose oil and gas wells for geothermal energy' get the image attached. More creative use is entirely at your discretion. Take away - taking open-source text2image developed by professo...
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23 Oct 2022 08:39 PM |
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0 Replies and 353 Views
Working with diverse data collections 353 0
Started by Patrick Ng
Recall from Energy in Data Austin event back in February 2022, one of the identified challenges from the roundtable discussion is 'working with diverse data collections'. If '80 time spent collecting, 20 or less analyzing' sounds familiar, we share that pain too. It is to this pain that the idea of 'zero downtime data to analytics' was conceived. CAUTION - please note this is not a commercial, only serves as work in progress of one startup's effort toward tackling the ma...
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19 Oct 2022 01:49 PM |
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