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Keywords: machine learning
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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-2023-3914216
... multiple wells. In this study, we propose a machine learning implementation of this technique (well2seisML) to resolve these issues. The new solution is applied to CO 2 plume evolution during injection in the Sleipner field. This allows us to optimally integrate the data from injected volumes...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3914280
... artificial intelligence geologist neural network reservoir characterization machine learning american association exploration geophysicist accuracy confusion matrix classification international geology vehicle identification applied geoscience application large-sized vehicle dnn energy 10...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3914751
... geoscientists, especially with the move towards geoscientific analyses while taking uncertainty into account. The toolbox also opens more advanced opportunities such as accelerating automated calibration by combining machine learning proxy models with traditional basin and petroleum system modeling simulators...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3915640
.... upstream oil & gas artificial intelligence geology reservoir characterization algorithm noise deep learning machine learning applied geoscience gaussian noise figure-i exploration geophysicist energy 10 geophysics intermediate geologist neural network interpolation american...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3895546
.... upstream oil & gas reservoir characterization international applied geoscience geologist artificial intelligence matrix completion algorithm geology machine learning herrmann expanded abstract ieee transaction reconstruction american association acquisition louboutin receiver...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3896358
... dataset artificial intelligence upstream oil & gas neural network geological subdiscipline international exploration geophysicist inversion full-waveform inversion applied geoscience geologist united states government machine learning fwi american association energy 10 elasticnet...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3898594
... We consider the problem of 3D seismic inversion from prestack data using a very small number of seismic sources. The proposed solution is based on a combination of compressed sensing and machine learning frameworks, known as compressed learning (Calderbank et al., 2009; Calderbank...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3900861
... economic geology inversion geological subdiscipline upstream oil & gas reservoir characterization gmnet deep learning machine learning anomaly international gravity anomaly susceptibility geophysics applied geoscience energy 10 society gravity inversion american association ieee...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3901563
...-domain velocity model. geology artificial intelligence geologist rock type machine learning modeling asia government reservoir characterization geobody segmentation geobody identification inversion exploration geophysicist applied geoscience resolution american association upstream...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3904212
... separation are used to showcase the proposed methodology. upstream oil & gas artificial intelligence geology reservoir characterization realization machine learning applied geoscience international deviation geologist bayesian inference wavefield separation deep variational...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3904696
... government artificial intelligence covariance matrix history matching algorithm machine learning international exploration geophysicist efficiency geophysics american association energy 10 waveform inversion uncertainty quantification information applied geoscience annual international...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3904704
... process to obtain the final parameter inversion results. The model data tests demonstrate that this method accurately describes the spatial structure of the subsurface reservoir, and effectively improves the accuracy of the inversion results. upstream oil & gas similarity machine learning...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3904707
... and high-resolution results. geology inversion geologist deep learning reservoir characterization geological subdiscipline upstream oil & gas neural network machine learning exploration geophysicist international applied geoscience noise geophysics avo inversion synthetic dataset...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3905013
..., ChatGPT is a powerful tool that can be used to quickly and effectively analyze text and extract meaningful information. geologist neural network china government asia government chatbot machine learning applied geoscience artificial intelligence geological subdiscipline keyword chatgpt...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3905116
... their realizations to observed caves. upstream oil & gas geologist exploration geophysicist sedimentary rock geology saudi arabia government elevation international rock type gan elevation map morphology machine learning simulation representation bahamas ripley asia government artificial...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3905277
... & gas sedimentary rock carbonate rock petroleum geology machine learning rock type kuwait government seismic model reservoir characterization geologist asia government artificial intelligence economic geology improved carbonate reservoir characterization american association energy 10...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3905650
... machine learning applied geoscience bridging geology artificial intelligence cnn inline inversion clapp architecture equation araya-polo geophysics gulf energy 10 barnier Bridging the gap: deep learning on seismic eld data with synthetic training for building Gulf of Mexico velocity...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3905968
... synthetic data, demonstrating the effective reconstruction of the underground salt dome structure, even in the absence of low-frequency data. upstream oil & gas reservoir characterization mff net geologist artificial intelligence international applied geoscience geology machine learning...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3906358
... and texture measurement of seismic post-stack data, thus improving the resolution of MT inversion to that of seismic section. geologist artificial intelligence upstream oil & gas reservoir characterization exploration geophysicist texture texture extraction operator geology machine learning...
Proceedings Papers

Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3906473
... intervals such as in shallow sedimentary sections. upstream oil & gas geologist clastic rock united states government mudrock well logging prediction reservoir characterization mudstone rock type log analysis machine learning sedimentary rock structural geology artificial...

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