| FaultSeg3D: Using synthetic data sets to train an end-to-end convolutional neural network for 3D seismic fault segmentation |
35 |
| Deep-learning-based seismic data interpolation: A preliminary result |
34 |
| Seismic fault detection with convolutional neural network |
27 |
| Unsupervised seismic facies analysis via deep convolutional autoencoders |
22 |
| Seismic facies analysis using machine learning |
20 |
| Deep-learning inversion: A next-generation seismic velocity model building method |
19 |
| Impedance inversion by using the low-frequency full-waveform inversion result as an a priori model |
19 |
| Seismic dispersion and attenuation in saturated porous rocks with aligned fractures of finite thickness: Theory and numerical simulations - Part 1: P-wave perpendicular to the fracture plane |
18 |
| Application of optimal transport and the quadratic Wasserstein metric to full-waveform inversion |
17 |
| Dictionary learning based on dip patch selection training for random noise attenuation |
16 |
| Accelerating full-waveform inversion with attenuation compensation |
14 |
| EMD-seislet transform |
13 |
| Fiber-optic distributed acoustic sensing of microseismicity, strain and temperature during hydraulic fracturing |
13 |
| Deep learning for denoising |
12 |
| Improving full-waveform inversion by wavefield reconstruction with the alternating direction method of multipliers |
12 |
| Estimation of modified fluid factor and dry fracture weaknesses using azimuthal elastic impedance |
12 |
| Seismic dispersion and attenuation in saturated porous rocks with aligned fractures of finite thickness: Theory and numerical simulations - Part 2: Frequency-dependent anisotropy |
12 |
| A finite-element time-domain forward solver for electromagnetic methods with complex-shaped loop sources |
12 |
| Full-intensity waveform inversion |
12 |
| Intelligent interpolation by Monte Carlo machine learning |
12 |
| Estimating P- and S-wave inverse quality factors from observed seismic data using an attenuative elastic impedance |
11 |
| Lithologic mapping using Random Forests applied to geophysical and remote-sensing data: A demonstration study from the Eastern Goldfields of Australia |
11 |
| Least-squares horizons with local slopes and multigrid correlations |
11 |
| Elastic reflection waveform inversion with variable density |
11 |
| Antileakage least-squares spectral analysis for seismic data regularization and random noise attenuation |
10 |
| Full-waveform inversion using a nonlinearly smoothed wavefield |
10 |
| Modeling wave propagation in cracked porous media with penny-shaped inclusions |
10 |
| Full model wavenumber inversion: Identifying sources of information for the elusive middle model wavenumbers |
10 |
| Semiautomatic first-arrival picking of microseismic events by using the pixel-wise convolutional image segmentation method |
10 |
| Joint facies and reservoir properties inversion |
10 |
| Joint Bayesian inversion based on rock-physics prior modeling for the estimation of spatially correlated reservoir properties |
10 |
| Elastic reverse time migration using acoustic propagators |
10 |
| Compensating Q effects in viscoelastic media by adjoint-based least-squares reverse time migration |
9 |
| Adaptive waveform inversion: Practice |
9 |
| Stochastic nonlinear inversion of seismic data for the estimation of petroelastic properties using the ensemble smoother and data reparameterization |
9 |
| Multichannel band-controlled deconvolution based on a data-driven structural regularization |
9 |
| Optimal transport for mitigating cycle skipping in full-waveform inversion: A graph-space transform approach |
9 |
| Improving estimates of buried pipe diameter and infilling material from ground-penetrating radar profiles with full-waveform inversion |
9 |
| Regularized elastic full-waveform inversion using deep learning |
9 |
| Regularized full-waveform inversion with automated salt flooding |
9 |
| Tunnel detection at Yuma Proving Ground, Arizona, USA - Part 2: 3D full-waveform inversion experiments |
9 |
| Adaptive traveltime inversion |
9 |
| Viscoacoustic reverse time migration using a time-domain complex-valued wave equation |
9 |
| The removal of the high-frequency motion-induced noise in helicopter-borne transient electromagnetic data based on wavelet neural network |
8 |
| Analysis of optimal transport and related misfit functions in full-waveform inversion |
8 |
| Amplitude variation with offset and azimuth inversion for fluid indicator and fracture weaknesses in an oil-bearing fractured reservoir |
8 |
| Multiscale phase inversion of seismic data |
8 |
| Interparameter trade-off quantification for isotropic-elastic full-waveform inversion with various model parameterizations |
8 |
| Estimation of porosity and fluid saturation in carbonates from rock-physics templates based on seismic Q |
8 |
| Simulation of wave propagation in linear thermoelastic media |
8 |
