Deep Learning/Machine Learning Technical Interest Group (TIG)

Applying new analytics, neural networks, computational approaches using structured and unstructured data, and also training neural networks with supervised and unsupervised algorithms. Chaired by Patrick Ng and Andrew Munoz.
Deep Learning - Machine Learning TIG
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0 Replies and 562 Views Read This First!      562  0 Started by  Bogdan Michka Welcome to AAPG N.E.T., an online space where you can Network, Engage and Talk. Please complete the following steps before you begin interacting with the discussion boards: 1. Take time to review your profile and privacy settings, paying attention to your display name and photo, as they will be used to identify your posts. 2. Read the Discussion Boards FAQ page to learn the rules and get familiar with the features: http://www.aapg.org/career/aapg-net/discussion-boards-faq — pa...
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09 May 2017 03:37 PM
0 Replies and 47 Views Heart of GOLD redux  47  0 Started by  Patrick Ng Beyond sing along with Neil Young 'Heart of Gold', we can expand energy supply - hot and wet mix. From physical, heat to digital (coin mining). https://www.nrel.gov/news/program/2022/mining-and-geothermal-industries-could-strike-gold-through-partnership.html Rephrase 'Oil & Gas Deep Learning and Geothermal Could also Strike GOLD Through Partnership.' Consider we drill more than a million wells a year, gain lots of sampling and knowledge of geology. Deep Learning / whatever algorithms...
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28 Jul 2022 11:02 AM
0 Replies and 89 Views Geothermal Pivot 2022 Datathon  89  0 Started by  Patrick Ng https://www.spegcs.org/events/6411/ We have read in Explorer: 'Existing Infrastructure Could Power Geothermal Revolution' (AAPG Explorer, January 2022) and watched PBS Geothermal video: https://www.pbs.org/newshour/show/why-geothermal-energy-is-being-viewed-as-a-viable-alternative-to-fossil-fuels Now we can get hands on with SPE's datathon (still time to register and play by this Sunday) which will run through July 24, 2022. Sign up at very reasonable $ 15 (non member). SPE member...
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23 Jun 2022 11:01 AM
0 Replies and 140 Views 4D goes open source (maybe)  140  0 Started by  Patrick Ng https://www.offshore-mag.com/geosciences/article/14276810/nine-majors-supporting-4d-seismic-rd-programutm_source=OFFDaily&utm_medium=email&utm_campaign=CPS220519097&o_eid=3093J7407178A5X&rdx.ident5Bpull5D=omeda7C3093J7407178A5X&oly_enc_id=3093J7407178A5X If there is one thing this Deep Learning community can all get behind, it is 4D in open source. For 3D, we have the tools - convolutional neural network CNN for image recognition (seismic sections), recurrent neural networ...
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20 May 2022 10:29 AM
0 Replies and 138 Views Update codes from Tensorflow 1.0 to 2.0 - Road Taken  138  0 Started by  Patrick Ng If you are, like me, having bunch of deep neural network (DNN) Tensorflow 1.0 (tf.1) codes that served their purpose, but now want to run on GPU and perform more experiments faster, then the following may help save a weekend (rather than banging head tracking down barrage of error messages). Issue - Tensorflow 2 (tf.2) supports GPU but is not backward compatible (tf.1 codes won't run as is). Lesson 1 - upgrade from tf.1 to tf.2 (i.e., completed installation), the first roadblock is...
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10 May 2022 08:38 PM
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