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Keywords: reservoir parameter estimation
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Proceedings Papers

Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2992296
... with hyperparameters cross validation and generalization performance evaluation. With rigorous quality control, the proposed method is applied to a shale gas reservoir to estimate brittleness parameter, validating its availability in reservoir parameter estimation. Presentation Date: Wednesday, October 17, 2018...
Proceedings Papers

Paper presented at the 2010 SEG Annual Meeting, October 17–22, 2010
Paper Number: SEG-2010-2299
... reservoir characterization seismic inversion porosity estimation artificial intelligence university machine learning inversion dickman field seismic data kansas reservoir parameter estimation upstream oil & gas geophysics co 2 well location multi-attribute regression analysis Porosity...
Proceedings Papers

Paper presented at the 2005 SEG Annual Meeting, November 6–11, 2005
Paper Number: SEG-2005-0542
..., shows that the developed method is more effective for reservoir parameter estimation than traditional regression methods. Introduction Joint inversion of 2D or 3D seismic and EM data for reservoir parameter estimation is computationally expensive (Hoversten et al., 2005). One alternative...

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