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Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3911338
... proceedings differentiable dtw divergence society divergence reservoir characterization american association differentiable dynamic-time minima international conference convexity Differentiable dynamic-time warping divergences in full-waveform inversion Mahesh Kalita*, and Lorenzo Casasanta...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3913209
... characterization applied geoscience deep learning machine learning dinn american association energy 10 international constraint frequency international conference self-supervised learning geophysics chen distance jiefu chen exploration geophysicist wavenumber society Anti-aliasing seismic data...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3907875
... learning inversionnet reservoir characterization upstream oil & gas artificial intelligence inference raspberry pi reduction society waveform inversion american association evaluation edge-inversionnet international conference dataset exploration geophysicist applied geoscience Edge...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3910189
... geologist artificial intelligence attenuation z-component noise applied geoscience american association international dnn upstream oil & gas australia government deep learning-based vz-noise attenuation exploration geophysicist international conference architecture annual international...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3748691
... epoch society american association energy 10 international conference Self-supervised procedures offer an appealing alternative to supervised denoising techniques that require noisy-clean pairs of training data. However, the capabilities of self-supervised denoising procedures are often...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3748726
... expanded abstract exploration geophysicist autoencoder applied geoscience verschuur society zhang u-net convergence energy 10 geophysics rectangle american association media international conference Internal multiple elimination with an inverse-scattering theory guided deep neural network...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3739025
... characterizing geophysics interpretation international conference kwiatkowski john wiley society wallet recognition marfurt proceedings Second International Meeting for Applied Geoscience & Energy 10.1190/image2022-3739025.1 © 2022 Society of Exploration Geophysicists and the American Association...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3750475
... intelligence operator continuation machine learning fourier neural operator herrmann deep learning reservoir characterization imaging seismic imaging velocity continuation international conference fno reflector fomel init american association neural network quantification geophysics...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3750132
... bayesian inversion neural network reservoir characterization international american association generator international conference energy 10 assimilation society exploration geophysicist application proceedings Subsurface uncertainty quanti cation with deep geologic priors: A variational...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751305
... international conference detection identification energy 10 The difficulties involved in studying micrometer-sized micrite crystals, and quantifying the associated impact on large scale geophysical properties, have long hindered our society’s understanding of both Middle Eastern and global microporous...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751237
... digitization engine international conference society Deep learning-based raster digitization engine Atul Laxman Katole*, Purnaprajna Mangsuli, Omkar Gune, Mohd Saood Shakeel, Abhiman Neelakanteswara, and Aria Abubakar Schlumberger Summary A vast amount of historical well log data are inaccessible to state...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751163
... prediction abubakar interpretation facies classification annotation upstream oil & gas artificial intelligence seismic facies classification workflow international figure 5 international conference exploration geophysicist applied geoscience american association geophysics neural network...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751368
... seismic imaging imaging applied geoscience abstract energy 10 expanded abstract upstream oil & gas carbonate exploration geophysicist international conference multiple image structural geology international american association carbonate overburden offshore indonesia summary High...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751735
... exploration geophysicist representation society international conference seismic interpretation In seismic interpretation, pixel-level labels of various rock structures can be time-consuming and expensive to obtain. As a result, there oftentimes exists a non-trivial quantity of unlabeled data...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3579734
... & gas neural information processing system self-organizing map classification applied geoscience geophysics interpretation recurrent neural network deep learning pattern recognition sutskever international conference seismic facies analysis hinton convolutional neural network exploration...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3590505
... seismic record exploration geophysicist 10 international conference artificial intelligence applied geoscience generator discriminator surface-related multiple interface show input separation dataset The separation of seismic surface-related multiples based on CAE-SAGAN TAO Liu-Rong*, JIANG...
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
... geophysical data geophysical inversion latent vector generative network upstream oil & gas training set exploration geophysicist 10 international conference latent space training model artificial intelligence stochastic inversion applied geoscience encoder network inversion variational...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594897
... seismic data sets. artificial intelligence model uncertainty machine learning deep learning neural network convolutional filter applied geoscience bayesian layer generalization capability international conference probabilistic salt segmentation prediction interpretation reservoir...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583394
... denoising result snr international conference estimation eca-unet deconv artificial intelligence yuqing wang applied geoscience denoised result singular value decomposition exploration geophysicist 10 noise traditional method wenjun shan ECA-UNet: Denoise seismic data by learning from...
Proceedings Papers

Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583675
... geophysicist 10 subgroup alregib facies classification international conference heat map neural network decision boundary reflection ieee international conference seg technical program Explainable Seismic Neural Networks Using Learning Statistics Ryan Benkert, Oluwaseun Joseph Aribido and Ghassan...

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