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Early Publication

May 14, 2020
SPECIAL SECTION
Missing well log prediction using convolutional long short-term memory network

Nam Pham; Xinming Wu; Ehsan Zabihi Naeini

Abstract

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TECHNICAL PAPERS
Source location with cross-coherence migration

Yujin Liu; Yue Ma; Yi Luo

Abstract

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Practical concept of traveltime inversion of simulated P-wave vertical seismic profile data in weak to moderate arbitrary anisotropy

Ivan Pšenčík; Bohuslav Růžek; Petr Jílek

Abstract

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Waveform-based estimation of Q and scattering properties for zero-offset vertical seismic profile data

Rie Nakata; David Lumley; Gary Hampson; Kurt Nihei; Nori Nakata

Abstract

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Joint inversion of logging-while-drilling multipole acoustic data to determine formation shear-wave transverse isotropy

Yang-Hu Li; Song Xu; Can Jiang; Yuan-Da Su; Xiao-Ming Tang

Abstract

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Multiparameter wavefield reconstruction inversion for wavespeed and attenuation with bound constraints and total variation regularization

Hossein S. Aghamiry; Ali Gholami; Stéphane Operto

Abstract

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May 11, 2020
TECHNICAL PAPERS
Prestack Bayesian statistical inversion constrained by reflection features

Bo Yu; Hui Zhou; Lingqian Wang; Wenling Liu

Abstract

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May 08, 2020
TECHNICAL PAPERS
An effective polarity correction method for microseismic migration-based location

Jincheng Xu; Wei Zhang; Xiaofei Chen; Quanshi Guo

Abstract

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Footprint removal from seismic data with residual dictionary learning

Julián L. Gómez; Danilo R. Velis

Abstract

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Elastic vertically transversely isotropic full-waveform inversion using cross-gradient constraints — An application toward high-level radioactive waste repository monitoring

Edgar Manukyan; Hansruedi Maurer

Abstract

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Use of prismatic waves in full-waveform inversion with the exact Hessian

Yuzhu Liu; Zheng Wu; Hao Kang; Jizhong Yang

Abstract

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SPECIAL SECTION
Waveform embedding: Automatic horizon picking with unsupervised deep learning

Yunzhi Shi; Xinming Wu; Sergey Fomel

Abstract

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A gradient boosting decision tree algorithm combining synthetic minority oversampling technique for lithology identification

Kaibo Zhou; Jianyu Zhang; Yusong Ren; Zhen Huang; Luanxiao Zhao

Abstract

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Application of supervised descent method method for 2D magnetotelluric data inversion

Rui Guo; Maokun Li; Fan Yang; Shenheng Xu; Aria Abubakar

Abstract

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High-resolution reservoir characterization using deep learning-aided elastic full-waveform inversion: The North Sea field data example

Zhen-dong Zhang; Tariq Alkhalifah

Abstract

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May 07, 2020
TECHNICAL PAPERS
Ultrasonic characterization of anisotropic rocks: Impact of transducers’ size and geometry on data interpretation

Yevhen Kovalyshen; Joel Sarout; Jeremie Dautriat; Bruce Maney; Maxim Lebedev

Abstract

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A dynamic elastic model for squirt-flow effect and its application on fluid-viscosity-associated velocity dispersion in reservoir sandstones

Zhi-Qiang Yang; Tao He; Chang-Chun Zou

Abstract

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Migration with reduced artifacts from internal multiple reflections

Lele Zhang

Abstract

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SPECIAL SECTION
Can learning from natural image denoising be used for seismic data interpolation?

Hao Zhang; Xiuyan Yang; Jianwei Ma

Abstract

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April 30, 2020
TECHNICAL PAPERS
Nonlinear inversion of seismic amplitude variation with offset for an effective stress parameter

Huaizhen Chen; Junxiao Li; Kristopher A. Innanen

Abstract

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A comparative study of the stress-dependence of dynamic and static moduli for sandstones

Yang Wang; De-Hua Han; Hui Li; Luanxiao Zhao; Jiali Ren ...

Abstract

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Simultaneous static and dynamic bulk modulus measurements under hydrostatic stress conditions and without applying strain gauge

Fuyong Yan; De-Hua Han; Xue-Lian Chen

Abstract

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Estimation of seismic quality factor in the time-frequency domain using variational mode decomposition

Ya-Juan Xue; Jun-Xing Cao; Xing-Jian Wang; Hao-Kun Du

Abstract

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A robust Q estimation scheme for adaptively handling asymmetric wavelet spectrum variations in strongly attenuating media

Huijian Li; Stewart Greenhalgh; Shijun Chen; Xu Liu; Bo Liu

Abstract

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Mechanistic 3D finite-difference simulation of borehole spontaneous potential measurements

Joshua Bautista-Anguiano; Carlos Torres-Verdín; Joachim Strobel

Abstract

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Modeling the seismic response of individual hydraulic fracturing stages observed in a time-lapse distributed acoustic sensing vertical seismic profiling survey

Gary Binder; Aleksei Titov; Youfang Liu; James Simmons; Ali Tura ...

Abstract

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SPECIAL SECTION
Deep learning for relative geologic time and seismic horizons

Zhicheng Geng; Xinming Wu; Yunzhi Shi; Sergey Fomel

Abstract

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Seismic stratigraphy interpretation by deep convolutional neural networks: A semisupervised workflow

Haibin Di; Zhun Li; Hiren Maniar; Aria Abubakar

Abstract

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Petrofacies classification using machine learning algorithms

Adrielle A. Silva; Mônica W. Tavares; Abel Carrasquilla; Roseane Misságia; Marco Ceia

Abstract

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January 16, 2020
TECHNICAL PAPERS
A convolutional neural network approach to deblending seismic data

Jing Sun; Sigmund Slang; Thomas Elboth; Thomas Larsen Greiner; Steven McDonald ...

Abstract

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A comparison of deep machine learning and Monte Carlo methods for facies classification from seismic data

Dario Grana; Leonardo Azevedo; Mingliang Liu

Abstract

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SPECIAL SECTION
Building realistic structure models to train convolutional neural networks for seismic structural interpretation

Xinming Wu; Zhicheng Geng; Yunzhi Shi; Nam Pham; Sergey Fomel ...

Abstract

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Special sections: Machine Learning and data analytics for geoscience applications
Deep-learning electromagnetic monitoring coupled to fluid flow simulators

Daniele Colombo; Weichang Li; Ernesto Sandoval-Curiel; Gary W. McNeice

Abstract

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Early Publication

Online ISSN 1942-2156
Print ISSN 0016-8033
Copyright © 2020 Society of Exploration Geophysicists

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