Share Your Science: Using Deep Learning to Automatically Detect Geophysical Features – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Brad Nemire <![CDATA[Share Your Science: Using Deep Learning to Automatically Detect Geophysical Features]]> https://news.www.open-lab.net/?p=7666 2022-08-21T23:42:34Z 2016-08-19T18:04:12Z Chiyuan Zhang, PhD student at MIT talks about his joint project with Shell using GPUs and deep learning to automatically detect subsurface faults from seismic...]]> Chiyuan Zhang, PhD student at MIT talks about his joint project with Shell using GPUs and deep learning to automatically detect subsurface faults from seismic...

Chiyuan Zhang, PhD student at MIT talks about his joint project with Shell using GPUs and deep learning to automatically detect subsurface faults from seismic traces for oil and gas exploration. Using a Tesla K80 GPU, CUDA, cuBLAS and the cuDNN-accelerated Mocha.jl deep learning framework, the researchers were able to speed-up up their experiments nearly 40% over their CPU-only solution.

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