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Keywords: decoder
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Proceedings Papers

Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751666
... learning inversion reservoir characterization coefficient artificial intelligence dipole dictionary dictionary coefficient exploration geophysicist biswa reflectivity dictionary learning architecture american association seismic inversion international equation decoder baylor university...
Proceedings Papers

Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3746933
... reconstruction. deep learning reservoir characterization international neural network machine learning ml-predicted impedance upstream oil & gas prediction impedance decoder exploration geophysicist inversion expanded abstract self-supervised seismic reconstruction abubakar applied...
Proceedings Papers

Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3739378
... geophysicist american association bce architecture energy 10 applied geoscience society workflow decoder Deep-learning application of salt geometry detection in deep water Brazil Ruichao Ye*1, Anatoly Baumstein1, Kirk A. Wagenvelt2 and Erik R. Neumann3 1ExxonMobil Upstream Research Company...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594761
... models, even when those characteristics are not easy to quantify. Here we develop a framework for incorporating prior geological knowledge into geophysical inversions using conditional variational autoencoders (CVAE). Once trained, the decoder network of the CVAE inverts the data by taking as input...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3582130
... is composed of a decoder that forward models from the reflectivity series, and an encoder that inverts the convolutional operation to extract the reflectivity information. Two different autoencoder structures are demonstrated to successfully extract the true reflectivity models and capturing original source...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3578561
... space embedding of target data into the separation capability of the trained model on synthetic data. respective wave types and decode predictions back to the data domain. Moreover, we propose an end-to-end workflow for Generation of data-based synthetic dataset generation of realistic synthetic seismic...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3213841
... of seismic facies than the waveform data and DAE. Presentation Date: Wednesday, September 18, 2019 Session Start Time: 9:20 AM Presentation Time: 9:20 AM Location: Poster Station 3 Presentation Type: Poster facies analysis decoder neural network upstream oil & gas algorithm reservoir...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215277
...: 1:50 PM Presentation Start Time: 1:50 PM Location: 301B Presentation Type: Oral network parameter classification result annual meeting decoder artificial intelligence neural network shot gather upstream oil & gas accuracy convolutional network waveform fcn background...
Proceedings Papers

Paper presented at the 2015 SEG Annual Meeting, October 18–23, 2015
Paper Number: SEG-2015-5804007
... characterization weight drop vibrator vsp survey decoder total depth gauge length source controller acquisition system data quality controller reference list shuttle cable receiver recording system control system upstream oil & gas vertical seismic profile Vertical seismic profiles: Now...

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