1-20 of 1928
Keywords: machine learning
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Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426874
.... As a result, the method is capable of estimating highly heterogeneous velocity models where conventional tomography might fail. Presentation Date: Tuesday, October 13, 2020 Session Start Time: 1:50 PM Presentation Time: 1:50 PM Location: 362A Presentation Type: Oral seismic model anomaly machine...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426887
... reservoir characterization seismic section artificial intelligence north slope application exploration geophysicist 10 machine learning upstream oil & gas rafted block interpretation sobel-filter similarity imaging submarine slide block alaska slide block neural network...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426918
... intelligence residual static correction expanded abstract seg international exposition reservoir characterization interpolation lr-re framework exploration geophysicist 10 land seismic data static correction machine learning densely non-surface-consistent short-wavelength static correction...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426921
... reservoir characterization reflectivity profile seg international exposition artificial intelligence deconvolution lawie upstream oil & gas vector cosine similarity matrix machine learning initial wavelet estimation sparse-spike deconvolution wiener deconvolution method...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426925
... neural network deep learning joint inversion machine learning deep learning training set reservoir characterization upstream oil & gas information resistivity model joint inversion salt body artificial intelligence accuracy csem inversion geophysics seg international...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426928
...:30 AM Presentation Time: 10:35 AM Location: 362A Presentation Type: Oral artificial intelligence singular value base model upstream oil & gas receiver machine learning original shot gather geometry optimal receiver-source placement reservoir characterization shot gather...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426935
...:30 AM Location: 360C Presentation Type: Oral health & medicine feigin artificial intelligence upstream oil & gas high frequency waveform inversion ultrasound imaging machine learning neural network imaging training reference full waveform inversion seg international...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426944
... geostatistical reservoir modeling approaches such as it is required to sample the geological prior to create a training image based, object-based, surface-based and training set, optimize a machine learning model to re- process-based modeling (Pyrcz and Deutsch, 2014) have parameterize the geological model...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426961
... receiver exploration geophysicist 10 machine learning microseismic data processing experiment geophysics algorithm bayesian inversion upstream oil & gas hti medium perforation shot inversion artificial intelligence standard deviation media microseismic event velocity model seg...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426999
... reservoir characterization photoacoustic imaging diagnostic medicine health & medicine machine learning upstream oil & gas objective imaging exploration geophysicist 10 imaging modality herrmann inversion equation 4 geophysics louboutin artificial intelligence leeuwen...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3414547
... characterization cambridge university press hydraulic fracturing artificial intelligence microcrack machine learning upstream oil & gas tensor exploration geophysicist 10 green function rake angle equation seg international exposition blue solution geophone information velocity model inversion...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3417918
... Detecting induced seismicity is challenging due to small magnitudes of events and noisy background. Traditional detection methods and most current machine learning algorithms are based on waveform data (in the time domain). In this paper, we apply short-time Fourier transform to convert waveform...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3418129
... geophysicist 10 inversion machine learning neural network plume seg international exposition noise synthetic dataset deep learning algorithm dataset artificial intelligence upstream oil & gas resistivity model em data architecture Rapid Imaging of CO2 Storage Using Deep Learning with 4D...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3418217
... ring” and PSO algorithms. Note: This paper was accepted into the Technical Program but was not presented at the 2020 SEG Annual Meeting. evolutionary algorithm inverse result artificial intelligence fa inversion geophysics inversion transient electromagnetic inversion machine learning...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3399306
... Acquisition of incomplete data, i.e., blended, sparsely-sampled and narrowband data, is an attractive strategy, provided that the recovery of complete data, i.e., deblended, well-sampled and broadband data, is attainable. In this paper, we propose a machine-learning (ML) based scheme...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3407268
...: Oral artificial intelligence axial seamount reservoir characterization sen geophysics exploration geophysicist 10 machine learning optimization problem expanded abstract seg international exposition vertical seismic profile upstream oil & gas velocity model fwi nucleus...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3407568
... suppress numerical dispersion. Presentation Date: Tuesday, October 13, 2020 Session Start Time: 9:20 AM Presentation Time: 11:25 AM Location: Poster Station 12 Presentation Type: Poster machine learning fd scheme convergence speed artificial intelligence expansion coefficient numerical...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3407930
..., 2020 Session Start Time: 9:20 AM Presentation Time: 11:00 AM Location: Poster Station 7 Presentation Type: Poster artificial intelligence detection inversion result upstream oil & gas electrical characteristic machine learning resistivity value electrical characterization...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3427011
... accurately generates fault surfaces for all the faults including conjugate faults in the seismic data. Presentation Date: Tuesday, October 13, 2020 Session Start Time: 1:50 PM Presentation Time: 3:05 PM Location: 361A Presentation Type: Oral machine learning unanalyzed fault stick vertical stick...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3427022
... workflow machine learning upstream oil & gas well velocity exploration geophysicist 10 artificial intelligence focus ratio semblance var semblance picking grid picking Automate Seismic Velocity Model Building Through Machine Learning Jiangchuan Huang*, Jun Cao, Guang Chen and Yu Zhang...

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