Building subsurface models with horizon-guided interpolation and deep learning: Application to the Volve field data

Waveform Embedding: automatic horizon picking with unsupervised deep learning

(2020) Yunzhi Shi et al.   GEOPHYSICS

Deep learning for relative geologic time and seismic horizons

(2020) Zhicheng Geng et al.   GEOPHYSICS

Seismic horizon extraction with dynamic programming

(2020) Shangsheng Yan et al.   GEOPHYSICS

FaultSeg3D: using synthetic datasets to train an end-to-end convolutional neural network for 3D seismic fault segmentation

(2019) Xinming Wu et al.   GEOPHYSICS

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

(2019) Haibin Di et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Pre-stack and Post-stack inversion using a Physics-Guided Convolutional Neural Network

(2019) Reetam Biswas et al.   Interpretation-A Journal of Subsurface Characterization

CONVOLUTIONAL NEURAL NETWORK FOR SEISMIC IMPEDANCE INVERSION

(2019) Vishal Das et al.   GEOPHYSICS

FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network

(2019) Xinming Wu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Stochastic Seismic Waveform Inversion Using Generative Adversarial Networks as a Geological Prior

(2019) Lukas Mosser et al.   Mathematical Geosciences

Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods

(2018) Alice Lucas et al.   IEEE SIGNAL PROCESSING MAGAZINE

Deep learning for Seismic Lithology Prediction

(2018) Guoyin Zhang et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

A nonstationary sparse spike deconvolution with anelastic attenuation

(2018) Yuhan Sui et al.   GEOPHYSICS

Convolutional neural networks analysed via inverse problem theory and sparse representations

(2018) Cem Tarhan et al.   IET Signal Processing

Structure-, stratigraphy- and fault-guided regularization in geophysical inversion

(2017) Xinming Wu   GEOPHYSICAL JOURNAL INTERNATIONAL

Building 3D subsurface models conforming to seismic structural and stratigraphic features

(2017) Xinming Wu   GEOPHYSICS

Creating detailed subsurface models using predictive image-guided well-log interpolation

(2017) Parvaneh Karimi et al.   Interpretation-A Journal of Subsurface Characterization

Seismic sparse-spike deconvolution via Toeplitz-sparse matrix factorization

(2016) Lingling Wang et al.   GEOPHYSICS

Image- and horizon-guided interpolation

(2015) Ehsan Zabihi Naeini et al.   GEOPHYSICS

Simultaneous multitrace impedance inversion with transform-domain sparsity promotion

(2015) Sanyi Yuan et al.   GEOPHYSICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Merging chronostratigraphic modeling and global horizon tracking

(2015) Emmanuel Labrunye et al.   Interpretation-A Journal of Subsurface Characterization

Generating a relative geologic time volume by 3D graph-cut phase unwrapping method with horizon and unconformity constraints

(2012) Xinming Wu et al.   GEOPHYSICS

A Fast and Automatic Sparse Deconvolution in the Presence of Outliers

(2012) Ali Gholami et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Support vector regression to predict porosity and permeability: Effect of sample size

(2011) A.F. Al-Anazi et al.   COMPUTERS & GEOSCIENCES

Building 3D solid models of sedimentary stratigraphic systems from borehole data: An automatic method and case studies

(2011) Liangfeng Zhu et al.   ENGINEERING GEOLOGY

Seismic sparse-layer reflectivity inversion using basis pursuit decomposition

(2011) Rui Zhang et al.   GEOPHYSICS

Seismic inversion for reservoir properties combining statistical rock physics and geostatistics: A review

(2010) Miguel Bosch et al.   GEOPHYSICS

Surface-Based 3D Modeling of Geological Structures

(2009) G. Caumon et al.   Mathematical Geosciences

Attribute-guided well-log interpolation applied to low-frequency impedance estimation

(2008) Thomas Mejer Hansen et al.   GEOPHYSICS

Stochastic sparse-spike deconvolution

(2008) Danilo R. Velis   GEOPHYSICS

Seismic inversion combining rock physics and multiple-point geostatistics

(2008) Ezequiel F. González et al.   GEOPHYSICS