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Advances in Subsurface Data Analytics

1, 2022

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Estimating subsurface properties using a semisupervised neural network approach

Geophysics, 2022-02, Vol.87 (1), p.IM1-IM10

2022

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Noncontact Measurement and Detection of Instantaneous Seismic Attributes Based on Complementary Ensemble Empirical Mode Decomposition

Energies (Basel), 2017-10, Vol.10 (10), p.1655

2017

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3D Seismic Flexure Analysis for Subsurface Fault Detection and Fracture Characterization

Pure and applied geophysics, 2017-03, Vol.174 (3), p.747-761

2017

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A comparison of seismic saltbody interpretation via neural networks at sample and pattern levels

Geophysical Prospecting, 2020-02, Vol.68 (2), p.521-535

2020

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Automating seismic‐well tie via self‐supervised learning

Geophysical Prospecting, 2023-05, Vol.71 (4), p.698-712

2023

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Gray-level transformation and Canny edge detection for 3D seismic discontinuity enhancement

Computers & geosciences, 2014-11, Vol.72, p.192-200

2014

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Improved estimates of seismic curvature and flexure based on 3D surface rotation in the presence of structure dip

Geophysics, 2016-03, Vol.81 (2), p.IM13-IM23

2016

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Automated active learning in seismic image interpretation

Leading edge (Tulsa, Okla.), 2022-09, Vol.41 (9), p.628-635

2022

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Evaluating machine learning-predicted subsurface properties via seismic data reconstruction

Geophysics, 2024-11, Vol.89 (6), p.R509-R519

2024

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Efficient volumetric extraction of most positive/negative curvature and flexure for fracture characterization from 3D seismic data

Geophysical Prospecting, 2016-11, Vol.64 (6), p.1454-1468

2016

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

Geophysics, 2020-07, Vol.85 (4), p.WA77-WA86

2020

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Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone

Geophysics, 2024-01, Vol.89 (1), p.WA85-WA93

2024

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Using relative geologic time to constrain convolutional neural network-based seismic interpretation and property estimation

Geophysics, 2022-03, Vol.87 (2), p.IM25-IM35

2022

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Extreme curvature and extreme flexure analysis for fracture characterization from 3D seismic data: New analytical algorithms and geologic implications

Geophysics, 2015-03, Vol.80 (2), p.IM11-IM20

2015

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A new algorithm for evaluating 3D curvature and curvature gradient for improved fracture detection

Computers & geosciences, 2014-09, Vol.70, p.15-25

2014

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Multi-attribute k -means clustering for salt-boundary delineation from three-dimensional seismic data

Geophysical journal international, 2018-12, Vol.215 (3), p.1999-2007

2018

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Developing a seismic texture analysis neural network for machine-aided seismic pattern recognition and classification

Geophysical journal international, 2019-08, Vol.218 (2), p.1262-1275

2019

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Imposing interpretational constraints on a seismic interpretation convolutional neural network

Geophysics, 2021-06, Vol.86 (3), p.IM63-IM71

2021

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Semi‐automatic fault/fracture interpretation based on seismic geometry analysis

Geophysical Prospecting, 2019-06, Vol.67 (5), p.1379-1391

2019

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Successful leveraging of image processing and machine learning in seismic structural interpretation; a review

Leading edge (Tulsa, Okla.), 2018-06, Vol.37 (6), p.451-461

2018

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An artificial intelligence workflow for horizon volume generation from 3D seismic data

Leading edge (Tulsa, Okla.), 2024-04, Vol.43 (4), p.235-243

2024

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A novel approach for automated detection of listric faults within migrated seismic volumes

Journal of applied geophysics, 2018-08, Vol.155, p.94-101

2018

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Latest advancements in machine learning for geophysics — Introduction

Geophysics, 2024-01, Vol.89 (1), p.WAi-WAii

2024

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Three‐dimensional curvature analysis of seismic waveforms and its interpretational implications

Geophysical Prospecting, 2019-02, Vol.67 (2), p.265-281

2019

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Advances in Subsurface Data Analytics

Estimating subsurface properties using a semisupervised neural network approach

Noncontact Measurement and Detection of Instantaneous Seismic Attributes Based on Complementary Ensemble Empirical Mode Decomposition

3D Seismic Flexure Analysis for Subsurface Fault Detection and Fracture Characterization

A comparison of seismic saltbody interpretation via neural networks at sample and pattern levels

Automating seismic‐well tie via self‐supervised learning

Gray-level transformation and Canny edge detection for 3D seismic discontinuity enhancement

Improved estimates of seismic curvature and flexure based on 3D surface rotation in the presence of structure dip

Automated active learning in seismic image interpretation

Evaluating machine learning-predicted subsurface properties via seismic data reconstruction

Efficient volumetric extraction of most positive/negative curvature and flexure for fracture characterization from 3D seismic data

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

Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone

Using relative geologic time to constrain convolutional neural network-based seismic interpretation and property estimation

Extreme curvature and extreme flexure analysis for fracture characterization from 3D seismic data: New analytical algorithms and geologic implications

A new algorithm for evaluating 3D curvature and curvature gradient for improved fracture detection

Multi-attribute k -means clustering for salt-boundary delineation from three-dimensional seismic data

Developing a seismic texture analysis neural network for machine-aided seismic pattern recognition and classification

Imposing interpretational constraints on a seismic interpretation convolutional neural network

Semi‐automatic fault/fracture interpretation based on seismic geometry analysis

Successful leveraging of image processing and machine learning in seismic structural interpretation; a review

An artificial intelligence workflow for horizon volume generation from 3D seismic data

A novel approach for automated detection of listric faults within migrated seismic volumes

Latest advancements in machine learning for geophysics — Introduction

Three‐dimensional curvature analysis of seismic waveforms and its interpretational implications

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