Geophysics

Article	Citations
Deep denoising autoencoder for seismic random noise attenuation	168
Building realistic structure models to train convolutional neural networks for seismic structural interpretation	117
A theory-guided deep-learning formulation and optimization of seismic waveform inversion	101
Extrapolated full-waveform inversion with deep learning	85
Automatic velocity analysis using convolutional neural network and transfer learning	74
Seismic facies classification using supervised convolutional neural networks and semisupervised generative adversarial networks	72
Seismic trace interpolation for irregularly spatial sampled data using convolutional autoencoder	66
Deep learning reservoir porosity prediction based on multilayer long short-term memory network	65
Physics-guided deep learning for seismic inversion with hybrid training and uncertainty analysis	63
Can learning from natural image denoising be used for seismic data interpolation?	62
Seismic velocity estimation: A deep recurrent neural-network approach	58
A gradient boosting decision tree algorithm combining synthetic minority oversampling technique for lithology identification	56
Detection of road cavities in urban cities by 3D ground-penetrating radar	54
A convolutional neural network approach to deblending seismic data	53
Petrophysical properties prediction from prestack seismic data using convolutional neural networks	52
Extracting horizon surfaces from 3D seismic data using deep learning	52
Seismic stratigraphy interpretation by deep convolutional neural networks: A semisupervised workflow	51
Deep-learning seismic full-waveform inversion for realistic structural models	51
A comparison of deep machine learning and Monte Carlo methods for facies classification from seismic data	50
Mapping full seismic waveforms to vertical velocity profiles by deep learning	49
An unsupervised deep-learning method for porosity estimation based on poststack seismic data	49
Iterative deblending for simultaneous source data using the deep neural network	49
Missing well log prediction using convolutional long short-term memory network	47
Application of machine learning to microseismic event detection in distributed acoustic sensing data	47
Seismic data interpolation based on U-net with texture loss	46

Improving the resolution of migrated images by approximating the inverse Hessian using deep learning	44
Ground-roll attenuation using generative adversarial networks	43
Deep learning for relative geologic time and seismic horizons	41
Uncertainty quantification in fault detection using convolutional neural networks	40
High-resolution reservoir characterization using deep learning-aided elastic full-waveform inversion: The North Sea field data example	39
Modeling the seismic response of individual hydraulic fracturing stages observed in a time-lapse distributed acoustic sensing vertical seismic profiling survey	39
Data-driven low-frequency signal recovery using deep-learning predictions in full-waveform inversion	39
Waveform embedding: Automatic horizon picking with unsupervised deep learning	39
Deep-seismic-prior-based reconstruction of seismic data using convolutional neural networks	38
Velocity model building in a crosswell acquisition geometry with image-trained artificial neural networks	37
Deep learning for multidimensional seismic impedance inversion	36
Convolutional neural networks for microseismic waveform classification and arrival picking	35
Seismic attribute selection for machine-learning-based facies analysis	35
Reparameterized full-waveform inversion using deep neural networks	33
New acoustic approximation for transversely isotropic media with a vertical symmetry axis	33
Physics-driven deep-learning inversion with application to transient electromagnetics	33
Fast imaging of time-domain airborne EM data using deep learning technology	33
Automatic seismic facies interpretation using supervised deep learning	32
Automatic waveform-based source-location imaging using deep learning extracted microseismic signals	32
Diffraction separation and imaging using multichannel singular-spectrum analysis	32
Characteristics of microseismic data recorded by distributed acoustic sensing systems in anisotropic media	32
Automatic velocity picking from semblances with a new deep-learning regression strategy: Comparison with a classification approach	30
Modeling of fiber-optic strain responses to hydraulic fracturing	30
ML-descent: An optimization algorithm for full-waveform inversion using machine learning	30
Deep-learning electromagnetic monitoring coupled to fluid flow simulators	29
Double-scale supervised inversion with a data-driven forward model for low-frequency impedance recovery	29
Evidence-based guidelines for protective actions and earthquake early warning systems	28
Bayesian petroelastic inversion with multiple prior models	28
Integrating deep neural networks with full-waveform inversion: Reparameterization, regularization, and uncertainty quantification	28
Time-lapse seismic history matching with an iterative ensemble smoother and deep convolutional autoencoder	27
3D diffraction imaging method using low-rank matrix decomposition	27
A field data example of Marchenko multiple elimination	27
Application of 2D full-waveform inversion on exploration land data	27
Application of supervised descent method for 2D magnetotelluric data inversion	26
Elastic prestack seismic inversion through discrete cosine transform reparameterization and convolutional neural networks	26
Self-training and learning the waveform features of microseismic data using an adaptive dictionary	25
Petrofacies classification using machine learning algorithms	25
Automatic fault detection on seismic images using a multiscale attention convolutional neural network	25
Fluid and lithofacies prediction based on integration of well-log data and seismic inversion: A machine-learning approach	24
Nonstationary predictive filtering for seismic random noise suppression — A tutorial	24
A robust first-arrival picking workflow using convolutional and recurrent neural networks	24
Model parameterization and amplitude variation with angle and azimuthal inversion in orthotropic media	23
Near-surface imaging from traffic-induced surface waves with dense linear arrays: An application in the urban area of Hangzhou, China	23
Frequency-dependent attenuation and dispersion caused by squirt flow: Three-dimensional numerical study	22
Robust damped rank-reduction method for simultaneous denoising and reconstruction of 5D seismic data	22
On cycle-skipping and misfit function modification for full-wave inversion: Comparison of five recent approaches	22
Minibatch least-squares reverse time migration in a deep-learning framework	22
Separation of simultaneous sources acquired with a high blending factor via coherence pass robust Radon operators	22
Nonlinear beamforming for enhancement of 3D prestack land seismic data	22
The W transform	21

Separation and imaging of seismic diffractions using a localized rank-reduction method with adaptively selected ranks	21
Surface-wave dispersion spectrum inversion method applied to Love and Rayleigh waves recorded by distributed acoustic sensing	21
Accurate porosity prediction for tight sandstone reservoir: A case study from North China	21
Azimuthal Fourier coefficient inversion for horizontal and vertical fracture characterization in weakly orthorhombic media	21
An open-source framework for the implementation of large-scale integral operators with flexible, modern high-performance computing solutions: Enabling 3D Marchenko imaging by least-squares inversion	21
Accurate and efficient data-assimilated wavefield reconstruction in the time domain	20
Cooperative deep learning inversion of controlled-source electromagnetic data for salt delineation	20
Improved well-log classification using semisupervised label propagation and self-training, with comparisons to popular supervised algorithms	20
Fracture properties estimation using distributed acoustic sensing recording of guided waves in unconventional reservoirs	20
Multitrace first-break picking using an integrated seismic and machine learning method	20
Distributed acoustic sensing for near-surface imaging using submarine telecommunication cable: A case study in the Trondheimsfjord, Norway	19
Removal of multisource noise in airborne electromagnetic data based on deep learning	19
Comparison of monotonicity challenges encountered by the inverse scattering series and the Marchenko demultiple method for elastic waves	19
Extended Gassmann equation with dynamic volumetric strain: Modeling wave dispersion and attenuation of heterogeneous porous rocks	19
Progressive transfer learning for low-frequency data prediction in full-waveform inversion	19
An implicit stabilization strategy for Q-compensated reverse time migration	19
Automated arrival-time picking using a pixel-level network	19
Target-oriented waveform redatuming and high-resolution inversion: Role of the overburden	19
Least-squares reverse time migration in TTI media using a pure qP-wave equation	19
3D multinary inversion of controlled-source electromagnetic data based on the finite-element method with unstructured mesh	19
Dictionary learning and shift-invariant sparse coding denoising for controlled-source electromagnetic data combined with complementary ensemble empirical mode decomposition	19
Elastic full-waveform inversion with probabilistic petrophysical model constraints	18
Optimization-inspired deep learning high-resolution inversion for seismic data	18
Physics-constrained deep learning for ground roll attenuation	18
Variational inference in Bayesian neural network for well-log prediction	18
Sparse magnetic vector inversion in spherical coordinates	18
Near-field strain in distributed acoustic sensing-based microseismic observation	18
Data-driven S-wave velocity prediction method via a deep-learning-based deep convolutional gated recurrent unit fusion network	18
DESMEX: A novel system development for semi-airborne electromagnetic exploration	17
Lithology identification from well-log curves via neural networks with additional geologic constraint	17
Seismic horizon picking by integrating reflector dip and instantaneous phase attributes	17
Seismic simultaneous inversion using a multidamped subspace method	17
A gradient-based Markov chain Monte Carlo method for full-waveform inversion and uncertainty analysis	17
Variational Bayesian inversion of seismic attributes jointly for geologic facies and petrophysical rock properties	17
Estimating tilted fracture weaknesses from azimuthal differences in seismic amplitude data	17
Uncovering the microseismic signals from noisy data for high-fidelity 3D source-location imaging using deep learning	17
Parameter crosstalk and leakage between spatially separated unknowns in viscoelastic full-waveform inversion	17
Seismic inversion by Newtonian machine learning	17
Modeling full-wavefield time-varying sea-surface effects on seismic data: A mimetic finite-difference approach	17
Modeling and interpretation of scattered waves in interstage distributed acoustic sensing vertical seismic profiling survey	17
Robust vector median filtering with a structure-adaptive implementation	16
Diffraction imaging using the two-way imaging condition	16
Innovative boat-towed transient electromagnetics — Investigation of the Furnas volcanic lake hydrothermal system, Azores	16
An improved method for lithology identification based on a hidden Markov model and random forests	16
Microseismic monitoring using a fibre-optic Distributed Acoustic Sensor (DAS) array	16
Modeling extra-deep electromagnetic logs using a deep neural network	16
Seismic characterization of fractured reservoirs with elastic impedance difference versus angle and azimuth: A low-frequency poroelasticity perspective	16
Azimuthal amplitude variation with offset parameterization and inversion for fracture weaknesses in tilted transversely isotropic media	16
Geophysical pore type inversion in carbonate reservoir: Integration of cores, well logs, and seismic data (Yadana field, offshore Myanmar)	16
Surface-related multiple leakage extraction using local primary-and-multiple orthogonalization	16
Deep learning a poroelastic rock-physics model for pressure and saturation discrimination	16
Shallow tunnel detection using SH-wave diffraction imaging	16
ChannelSeg3D: Channel simulation and deep learning for channel interpretation in 3D seismic images	16
Extended stable factor method for the inverseQ-filter	16
Imposing interpretational constraints on a seismic interpretation convolutional neural network	16
Casing integrity mapping using top-casing electrodes and surface-based electromagnetic fields	16
Elastic least-squares reverse time migration based on decoupled wave equations	15
Estimating subsurface properties using a semisupervised neural network approach	15
Stochastic perturbation optimization for discrete-continuous inverse problems	15
Fractional Laplacians viscoacoustic wavefield modeling with k-space-based time-stepping error compensating scheme	15
Multiparameter seismic elastic full-waveform inversion with combined geophone and shaped fiber-optic cable data	15
Estimation of the top of the saturated zone from airborne electromagnetic data	15
Target-oriented time-lapse waveform inversion using deep learning-assisted regularization	15
Deep convolutional neural network and sparse least-squares migration	15
Unsupervised deep learning with higher-order total-variation regularization for multidimensional seismic data reconstruction	15
Experimental assessment of the stress-sensitivity of combined elastic and electrical anisotropy in shallow reservoir sandstones	15
A review of spectral analysis of magnetic data for depth estimation	15
Fluid-solid coupled full-waveform inversion in the curvilinear coordinates for ocean-bottom cable data	15
Seismic horizon extraction with dynamic programming	15
Seismic inversion of shale reservoir properties using microseismic-induced guided waves recorded by distributed acoustic sensing	15
Depositional impact on the elastic characteristics of the organic shale reservoir and its seismic application: A case study of the Longmaxi-Wufeng Shale in the Fuling gas field, Sichuan Basin	15
VP and VS prediction from digital rock images using a combination of U-Net and convolutional neural networks	15
Regularized elastic passive equivalent source inversion with full-waveform inversion: Application to a field monitoring microseismic data set	15
Dealiased seismic data interpolation using a deep-learning-based prediction-error filter	15
Probabilistic inversion of seismic data for reservoir petrophysical characterization: Review and examples	15
New insights into the mechanisms of seismicity in the Azle area, North Texas	15
Strain microseismics: Radiation patterns, synthetics, and moment tensor resolvability with distributed acoustic sensing in isotropic media	14
Toward a better understanding of low-frequency electrical relaxation — An enhanced pore space characterization	14
Near-real-time near-surface 3D seismic velocity and uncertainty models by wavefield gradiometry and neural network inversion of ambient seismic noise	14
Wavefield decomposition in arbitrary direction and an imaging condition based on stratigraphic dip	14

Seismic inversion via closed-loop fully convolutional residual network and transfer learning	14
Mimetic finite-difference coupled-domain solver for anisotropic media	14
Least-squares reverse time migration of multiples in viscoacoustic media	14
Scattering-based focusing for imaging in highly complex media from band-limited, multicomponent data	14
Disjoint interval bound constraints using the alternating direction method of multipliers for geologically constrained inversion: Application to gravity data	14
Acoustic and elastic finite-difference modeling by optimal variable-length spatial operators	14
Uncertainty quantification in stochastic inversion with dimensionality reduction using variational autoencoder	14
Training deep networks with only synthetic data: Deep-learning-based near-offset reconstruction for (closed-loop) surface-related multiple estimation on shallow-water field data	14
Modeling of pure qP- and qSV-waves in tilted transversely isotropic media with the optimal quadratic approximation	14
Multichannel absorption compensation with a data-driven structural regularization	14
Characterizing electromagnetic interference signals for unmanned aerial vehicle geophysical surveys	14
Data-driven multichannel poststack seismic impedance inversion via patch-ordering regularization	13
A viscoplastic model of creep in shale	13
3D borehole-to-surface and surface electromagnetic modeling and inversion in the presence of steel infrastructure	13
Adaptive multiple subtraction based on support vector regression	13
An approach for attenuation-compensating multidimensional constant-Q viscoacoustic reverse time migration	13
Attenuation methods for quantifying gas saturation in organic-rich shale and tight gas formations	13
Nonlinear inversion of seismic amplitude variation with offset for an effective stress parameter	13
Interpolated multichannel singular spectrum analysis: A reconstruction method that honors true trace coordinates	13
A MATLAB code package for 2D/3D local slope estimation and structural filtering	13
An lp-space matching pursuit algorithm and its application to robust seismic data denoising via time-domain Radon transforms	13
Elastic isotropic and anisotropic full-waveform inversions using automatic differentiation for gradient calculations in a framework of recurrent neural networks	13
Robust high-dimensional seismic data interpolation based on elastic half norm regularization and tensor dictionary learning	13
Reflection and transmission approximations for monoclinic media with a horizontal symmetry plane	13
Unsupervised domain adaptation using maximum mean discrepancy optimization for lithology identification	13
Eliminating above-surface diffractions from ground-penetrating radar data using iterative Stolt migration	13
Automatic geologic fault identification from seismic data using 2.5D channel attention U-net	13
Blind sparse-spike deconvolution with thin layers and structure	13
Marchenko redatuming, imaging, and multiple elimination and their mutual relations	13
Gravity inversion for heterogeneous sedimentary basin with b-spline polynomial approximation using differential evolution algorithm	13
Apsu — A new compact surface nuclear magnetic resonance system for groundwater investigation	13
Self-constrained inversion of potential fields through a 3D depth weighting	13
Cross-streamer wavefield reconstruction through wavelet domain learning	13
Sinkhole detection with 3D full seismic waveform tomography	13
Hamiltonian Monte Carlo algorithms for target- and interval-oriented amplitude versus angle inversions	13
Discrete representations for Marchenko imaging of imperfectly sampled data	12
Reconstruction of irregular missing seismic data using conditional generative adversarial networks	12
Three-dimensional magnetotelluric numerical simulation of realistic geologic models	12
Investigation of cable effects in spectral induced polarization imaging at the field scale using multicore and coaxial cables	12
Wave characteristics in elliptical orthorhombic media	12
Frequency-dependent AVO analysis using the scattering response of a layered reservoir	12
Bayesian seismic inversion for stratigraphic horizon, lithology, and fluid prediction	12
A method for adequate selection of training data sets to reconstruct seismic data using a convolutional U-Net	12
Nearly constant Q models of the generalized standard linear solid type and the corresponding wave equations	12
3D finite-volume time-domain modeling of geophysical electromagnetic data on unstructured grids using potentials	12
Multiparameter full-waveform inversion of 3D ocean-bottom cable data from the Valhall field	12
Seismic denoising via truncated nuclear norm minimization	12
Central-difference time-lapse 4D seismic full-waveform inversion	12
Estimation of porosity, fluid bulk modulus, and stiff-pore volume fraction using a multitrace Bayesian amplitude-variation-with-offset petrophysics inversion in multiporosity reservoirs	12
Reflection and transmission approximations for weak contrast orthorhombic media	12
Extended-space full-waveform inversion in the time domain with the augmented Lagrangian method	12
Multiscale reflection phase inversion with migration deconvolution	12
Bayesian full waveform inversion in anisotropic elastic media using the iterated extended Kalman filter	12
Dictionary learning with convolutional structure for seismic data denoising and interpolation	12
2.5D crosshole GPR full-waveform inversion with synthetic and measured data	12
3D aquifer characterization of the Hermalle-sous-Argenteau test site using crosshole ground-penetrating radar amplitude analysis and full-waveform inversion	12
An efficient multigrid solver based on a four-color cell-block Gauss-Seidel smoother for 3D magnetotelluric forward modeling	11
Migration using sea surface-related multiples: Challenges and opportunities	11
Estimation of seismic quality factor in the time-frequency domain using variational mode decomposition	11
Amplitude-variation-with-offset inversion using P- to S-wave velocity ratio and P-wave velocity	11
Seismic-while-drilling drill-bit source by ground force: Concept and application	11
A robust Q estimation scheme for adaptively handling asymmetric wavelet spectrum variations in strongly attenuating media	11
An efficient wavefield inversion for transversely isotropic media with a vertical axis of symmetry	11
Simulation of thermoelastic waves based on the Lord-Shulman theory	11
Moment tensors of double-couple microseismic sources in anisotropic formations	11
Robust AVO inversion for the fluid factor and shear modulus	11
Modeling viscoacoustic wave propagation using a new spatial variable-order fractional Laplacian wave equation	11
Multichannel maximum-entropy method for the Wigner-Ville distribution	11
Frequency-dependent AVO analysis: A potential seismic attribute for thin-bed identification	11
Cavity detection by SH-wave full-waveform inversion — A reflection-focused approach	11
Testing of a permanent orbital surface source and distributed acoustic sensing for monitoring of unconventional reservoirs: Preliminary results from the Eagle Ford Shale	11
Improved estimation of ice and water contents in alpine permafrost through constrained petrophysical joint inversion: The Hoher Sonnblick case study	11
Complete and representative training of neural networks: A generalization study using double noise injection and natural images	11
Decoupled approximation and separate extrapolation of P- and SV-waves in transversely isotropic media	11
3D frequency-domain elastic wave modeling with the spectral element method using a massively parallel direct solver	11
Building large-scale density model via a deep-learning-based data-driven method	11
IncepTCN: A new deep temporal convolutional network combined with dictionary learning for strong cultural noise elimination of controlled-source electromagnetic data	11
Noise types and their attenuation in towed marine seismic: A tutorial	11
Temperature, differential pressure, and porosity inversion for ultradeep carbonate reservoirs based on 3D rock-physics templates	11
Bayesian full-waveform inversion with realistic priors	11
Estimating the elastic properties of mica and clay minerals	11
Anisotropic dynamic and static mechanical properties of organic-rich shale: The influence of stress	11
Joint learning for spatial context-based seismic inversion of multiple data sets for improved generalizability and robustness	11
Full reciprocity-gap waveform inversion enabling sparse-source acquisition	11
Direct microseismic event location and characterization from passive seismic data using convolutional neural networks	11
Robust estimation of primaries by sparse inversion and Marchenko equation-based workflow for multiple suppression in the case of a shallow water layer and a complex overburden: A 2D case study in the	11
Deep learning for multitrace sparse-spike deconvolution	11
Denoising of distributed acoustic sensing data using supervised deep learning	11
Retrieval of shallow S-wave profiles from seismic reflection surveying and traffic-induced noise	11
Passive multichannel analysis of surface waves using 1D and 2D receiver arrays	10
Fast least-squares reverse time migration via a superposition of Kronecker products	10
Uncertainty quantification in seismic facies inversion	10
Iterative magnetic forward modeling for high susceptibility based on integral equation and Gauss-fast Fourier transform	10
Efficiency of the spectral element method with very high polynomial degree to solve the elastic wave equation	10
Prestack diffraction separation in the common virtual source gather	10
Convolutional sparse coding for noise attenuation in seismic data	10
Unsupervised deep learning for 3D interpolation of highly incomplete data	10
Innovative seismic imaging of volcanogenic massive sulfide deposits, Neves-Corvo, Portugal — Part 1: In-mine array	10
Unsupervised seismic facies classification using deep convolutional autoencoder	10
Geophysical inversion for 3D contact surface geometry	10
Bayesian magnetotelluric inversion using methylene blue structural priors for imaging shallow conductors in geothermal fields	10
Using an airborne electromagnetic method to map saltwater intrusion in the northern Salinas Valley, California	10
Tensorial elastodynamics for isotropic media	10
Identification of intrusive lithologies in volcanic terrains in British Columbia by machine learning using random forests: The value of using a soft classifier	10
Induced polarization effect on grounded-wire transient electromagnetic data from transverse electric and magnetic fields	10
Ground-penetrating radar data diffraction focusing without a velocity model	10
Full-waveform inversion with borehole constraints for elastic VTI media	10
3D inversion of time-domain electromagnetic data using finite elements and a triple mesh formulation	10
Nonstationary local signal-and-noise orthogonalization	10
How the effective pore and grain shapes are correlated in Berea sandstones: Implications for joint elastic-electrical modeling	10
Clustering and constrained inversion of seismic refraction and gravity data for overburden stripping: Application to uranium exploration in the Athabasca Basin, Canada	10
Decoupled Fréchet kernels based on a fractional viscoacoustic wave equation	10
Least-squares reverse time migration using convolutional neural networks	10
Prestack Bayesian statistical inversion constrained by reflection features	10
Diffraction-angle filtering of gradient for acoustic full-waveform inversion	9
Implementation of the Marchenko multiple elimination algorithm	9
Robust full-waveform inversion with graph-space optimal transport: Application to 3D ocean-bottom cable Valhall data	9
Traveltime and relative geometric spreading approximation in elastic orthorhombic medium	9
3D supervirtual refraction interferometry	9
Coupled magnetic resonance and electrical resistivity tomography: An open-source toolbox for surface nuclear-magnetic resonance	9
Intelligent random noise modeling by the improved variational autoencoding method and its application to data augmentation	9
Correlations between the static and anisotropic dynamic elastic properties of lacustrine shales under triaxial stress: Examples from the Ordos Basin, China	9
Estimating infiltration front depth using time-lapse multioffset gathers obtained from ground-penetrating-radar antenna array	9
Generalized neural network trained with a small amount of base samples: Application to event detection and phase picking in downhole microseismic monitoring	9
3D seismic data attribute-based characterization of volcanic reservoirs in the BZ34-9 Block, Bohai Bay Basin, eastern China	9
A dual formulation of wavefield reconstruction inversion for large-scale seismic inversion	9
Transmission-based near-surface deconvolution	9
Computational aspects of finite-frequency traveltime inversion kernels	9
Least-squares Gaussian beam migration in viscoacoustic media	9
Impact of water saturation on the elastic anisotropy of the Whitby Mudstone, United Kingdom	9
Uncertainty analysis of 3D potential-field deterministic inversion using mixed Lp norms	9
Challenges in shallow target reconstruction by 3D elastic full-waveform inversion — Which initial model?	9
Study of wavelet entropy for airport pavement inspection using a multistatic ground-penetrating radar system	9
The velocity-stress finite-difference method with a rotated staggered grid applied to seismic wave propagation in a fractured medium	9
Electrical imaging of hydraulic fracturing fluid using steel-cased wells and a deep-learning method	9
Pressure-dependent cross-property relationships between elastic and electrical properties of partially saturated porous sandstones	9
Seismic imaging of S-wave structures of shallow sediments in the East China Sea using OBN multicomponent Scholte-wave data	9
Least-squares reverse time migration with sparse regularization in the 2D wavelet domain	9
Q-factor estimation using bisection algorithm with power spectrum	9
Imaging subsurface orebodies with airborne electromagnetic data using a recurrent neural network	9
Improving the image quality of elastic reverse-time migration in the dip-angle domain using deep learning	9
Automatic well tying and wavelet phase estimation with no waveform stretching or squeezing	9
Using relative geologic time to constrain convolutional neural network-based seismic interpretation and property estimation	9
Microseismic moment-tensor inversion and sensitivity analysis in vertically transverse isotropic media	9
Deep Bayesian inference for seismic imaging with tasks	9

Distributed acoustic sensing for shallow seismic investigations and void detection	9
Perturbation of phase velocities in elastic orthorhombic media	9
Controlled-order multiple waveform inversion	9
6D phase-difference attributes for wide-azimuth seismic data interpretation	9
Source location with cross-coherence migration	8
Time-lapse ground penetrating radar difference reflection imaging of saline tracer flow in fractured rock	8
Least-squares diffraction imaging using shaping regularization by anisotropic smoothing	8
Parameterization analysis and field validation of VTI-elastic full-waveform inversion in a walk-away vertical seismic profile configuration	8
On the electromagnetic response of complex pipeline infrastructure	8
Perturbational and nonperturbational inversion of Love-wave velocities	8
Ray-illumination compensation for adjoint-state first-arrival traveltime tomography	8
Relative time seislet transform	8
3D electromagnetic modeling of graphitic faults in the Athabasca Basin using a finite-volume time-domain approach with unstructured grids	8
Least-squares reverse time migration with a multiplicative Cauchy constraint	8
Source deghosting of coarsely sampled common-receiver data using a convolutional neural network	8
Inversion of vehicle-induced signals based on seismic interferometry and recurrent neural networks	8
Digital rock physics applied to squirt flow	8
PS energy imaging condition for microseismic data — Part 1: Theory and applications in 3D isotropic media	8
Petrophysical properties variation of bitumen-bearing carbonates at increasing temperatures from laboratory to model	8
Improving the use of the randomized singular value decomposition for the inversion of gravity and magnetic data	8
Crosscorrelation migration of microseismic source locations with hybrid imaging condition	8
Joint inversion of full-waveform ground-penetrating radar and electrical resistivity data: Part 1	8
Machine-learning-based data recovery and its contribution to seismic acquisition: Simultaneous application of deblending, trace reconstruction, and low-frequency extrapolation	8
Ground-penetrating radar monitoring of fast subsurface processes	8
Broadband finite-difference Q-compensated reverse time migration algorithm for tilted transverse isotropic media	8
Accelerating seismic scattered noise attenuation in offset-vector tile domain: Application of deep learning	8
Machine learning and data analytics for geoscience applications — Introduction	8
Reducing error accumulation of optimized finite-difference scheme using the minimum norm	8
Periodic plane-wave least-squares reverse time migration for diffractions	8
Inversion of differences in frequency components of azimuthal seismic data for indicators of oil-bearing fractured reservoirs based on an attenuative cracked model	8
Interactively tracking seismic geobodies with a deep-learning flood-filling network	8
Offshore-onshore resistivity imaging of freshwater using a controlled-source electromagnetic method: A feasibility study	8
Rational approximation of P-wave kinematics — Part 1: Transversely isotropic media	8
Gaussian mixture model deep neural network and its application in porosity prediction of deep carbonate reservoir	8
Off-the-grid vertical seismic profile data regularization by a compressive sensing method	8
Parsimonious truncated Newton method for time-domain full-waveform inversion based on the Fourier-domain full-scattered-field approximation	8
A new generalized stiffness reduction method for 2D/2.5D frequency-domain seismic wave modeling in viscoelastic anisotropic media	8
Joint inversion of surface and borehole magnetic data: A level-set approach	8
Ensemble-based seismic inversion for a stratified medium	8
Beamform processing for sonic imaging using monopole and dipole sources	8
Imaging of a fluid injection process using geophysical data — A didactic example	8
Multiple attenuation with 3D high-order high-resolution parabolic Radon transform using lower frequency constraints	8
PP-wave reflection coefficient in stress-induced anisotropic media and amplitude variation with incident angle and azimuth inversion	8
Elastic FWI for orthorhombic media with lithologic constraints applied via machine learning	8
On parameterization in monoclinic media with a horizontal symmetry plane	8
Nonstationary local time-frequency transform	8
2D anisotropic multicomponent Gaussian-beam migration under complex surface conditions	8
Viscoacoustic reverse time migration with a robust space-wavenumber domain attenuation compensation operator	8
Uncertainty and interpretability analysis of encoder-decoder architecture for channel detection	8
Elastic Gaussian-beam migration for four-component ocean-bottom seismic data	8
Magnetic resonance tomography constrained by ground-penetrating radar for improved hydrogeophysical characterization	8
SeismicQof inhomogeneous plane waves in porous media	8
A novel and efficient engine for P-/S-wave-mode vector decomposition for vertical transverse isotropic elastic reverse time migration	8
Extraction of diffractions from seismic data using convolutional U-net and transfer learning	8
Numerical dispersion mitigation neural network for seismic modeling	7
Cementation exponent as a geometric factor for the elastic properties of granular rocks	7
3D seismic characterization of fractures using elastic P-to-S double beams	7
Runge-Kutta discontinuous Galerkin method for solving wave equations in 2D isotropic and anisotropic poroelastic media at low frequencies	7
Deep learning spectral enhancement considering features of seismic field data	7
Enhanced low-rank matrix estimation for simultaneous denoising and reconstruction of 5D seismic data	7
Application of the generalized finite-element method to the acoustic wave simulation in exploration seismology	7
Stress-dependent elasticity and wave propagation — New insights and connections	7
Generalization of level-set inversion to an arbitrary number of geologic units in a regularized least-squares framework	7
From constant- to variable-density inverse extended Born modeling	7
Handling gaps in acquisition geometries — Improving Marchenko-based imaging using sparsity-promoting inversion and joint inversion of time-lapse data	7
Prestack waveform inversion based on analytical solution of the viscoelastic wave equation	7
Least-squares inversion-based elastic reverse time migration with PP- and PS-angle-domain common-imaging gathers	7
Predicting the frequency-dependent effective excess charge density: A new upscaling approach for seismoelectric modeling	7
High-resolution seismic acoustic impedance inversion with the sparsity-based statistical model	7
Multimodal surface-wave tomography to obtain S- and P-wave velocities applied to the recordings of unmanned aerial vehicle deployed sensors	7
Using resistivity data to study the waterflooding process: A case study in tight sandstone reservoirs of the Ordos Basin, China	7
3D self-potential tomography of seafloor massive sulfide deposits using an autonomous underwater vehicle	7
Joint inversion of full-waveform ground-penetrating radar and electrical resistivity data — Part 2: Enhancing low frequencies with the envelope transform and cross gradients	7
Pore-pressure diffusion during water injection in fractured media	7
Seismic multiple suppression based on a deep neural network method for marine data	7
Microseismic analysis over a single horizontal distributed acoustic sensing fiber using guided waves	7
Electromagnetic radiation interference signal recognition in coal rock mining based on recurrent neural networks	7
A new method for calculating bulk density in pulsed neutron-gamma density logging	7
Normalized vertical derivatives in the edge enhancement of maximum-edge-recognition methods in potential fields	7
Building adjoint operators for least-squares migration using the acoustic wave equation	7
Direct updating of rock-physics properties using elastic full-waveform inversion	7
Bandwidth-insensitive extended centroid frequency-shift method for near-surfaceQestimation	7
1D electromagnetic response modeling with arbitrary source-receiver geometry based on vector potential and its implementation in MATLAB	7
Building a full-waveform inversion starting model from wells with dynamic time warping and convolutional neural networks	7
Approximate Bayesian inference of seismic velocity and pore-pressure uncertainty with basin modeling, rock physics, and imaging constraints	7
Reciprocity-gap misfit functional for distributed acoustic sensing, combining data from passive and active sources	7
Experimental study of temperature change effect on distributed acoustic sensing continuous measurements	7
The IDQ curve: A tool for evaluating the direction of remanent magnetization from magnetic anomalies	7
A weighted Runge-Kutta discontinuous Galerkin method for reverse time migration	7
Time-lapse borehole gravity imaging of CO2 injection and withdrawal in a closed carbonate reef	7
Fine-scale velocity distribution revealed by datuming of very-high-resolution deep-towed seismic data: Example of a shallow-gas system from the western Black Sea	7
EMTF XML: New data interchange format and conversion tools for electromagnetic transfer functions	7
Seismic-while-drilling by drill-bit source and large-aperture ocean-bottom array	7
An improved seismic data completion algorithm using low-rank tensor optimization: Cost reduction and optimal data orientation	7
Solution of large-scale 3D controlled-source electromagnetic modeling problem using efficient iterative solvers	7
Least-squares reverse time migration via deep learning-based updating operators	7
Detection, location, and source mechanism determination with large noise variations in surface microseismic monitoring	7
Development and validation of a low-cost direct current resistivity meter for humanitarian geophysics applications	7
A one-step Bayesian inversion framework for 3D reservoir characterization based on a Gaussian mixture model — A Norwegian Sea demonstration	7
Multiscale recurrent-guided denoising network for distributed acoustic sensing-vertical seismic profile background noise attenuation	7
Joint seismic and petrophysical nonlinear inversion with Gaussian mixture-based adaptive regularization	7
Micromechanics-based rock-physics model for inorganic shale	7
A 3D forward-modeling approach for airborne electromagnetic data using a modified spectral-element method	7
P-wave velocity profile at very shallow depths in sand dunes	7
Model reduction in geostatistical seismic inversion with functional data analysis	7
Optimal finite-difference operators for arbitrarily sampled data	7
Seismic velocity model building using neural networks: Training data design and learning generalization	7
Localizing microseismic events on field data using a U-Net-based convolutional neural network trained on synthetic data	7
Seismic imaging of the Caosiyao giant porphyry molybdenum deposit using ambient noise tomography	7
Time-lapse seismic data reconstruction using compressive sensing	7
Global optimization with deep-learning-based acceleration surrogate for large-scale seismic acoustic-impedance inversion	7
Three-dimensional controlled-source electromagnetic forward modeling by edge-based finite element with a divergence correction	7
An effective polarity correction method for microseismic migration-based location	7
5D dealiased seismic data interpolation using nonstationary prediction-error filter	7
Innovative seismic imaging of volcanogenic massive sulfide deposits, Neves-Corvo, Portugal — Part 2: Surface array	7
Electrical resistivity contrasts in the geotechnical assessment of iron caves, N4EN mine, Carajás, Brazil	6
Seismic wave equation formulated by generalized viscoelasticity in fluid-saturated porous media	6
Full-wave-equation depth extrapolation for migration using matrix multiplication	6
A priori estimates of attraction basins for velocity model reconstruction by time-harmonic full-waveform inversion and data-space reflectivity formulation	6
Transient electromagnetic smoke rings in a half-space during active transmitter excitation	6
Progressive denoising of seismic data via robust noise estimation in dual domains	6
Q least-squares reverse time migration based on the first-order viscoacoustic quasidifferential equations	6
Generalized positivity constraint on magnetic equivalent layers	6
Polarity-reversal correction for vector-based elastic reverse time migration	6
On the usage of diffractions in ground-penetrating radar reflection data: Implications for time-lapse gas migration monitoring	6
Nonrepeatability effects on time-lapse 4D seismic full-waveform inversion for ocean-bottom node data	6
Data-driven fast prestack structurally constrained inversion	6
Separation and imaging of diffractions using a dilated convolutional neural network	6
Multiparameter model building for the Qiuyue structure using 4C ocean-bottom seismometer data	6
Two-level uncertainty assessment in stochastic seismic inversion based on the gradual deformation method	6
Internal multiple elimination: Can we trust an acoustic approximation?	6
Distributed acoustic sensing of ocean-bottom seismo-acoustics and distant storms: A case study from Svalbard, Norway	6
Monitoring subsurface changes by tracking direct-wave amplitudes and traveltimes in continuous distributed acoustic sensor VSP data	6
Characterizing the borehole response for single-well shear-wave reflection imaging	6
Modeling of acoustoelastic borehole waves subjected to tectonic stress with formation anisotropy and borehole deviation	6
Small-scale medium variations with high-order finite-difference and pseudospectral schemes	6
Monitoring hydraulic fracture volume using borehole to surface electromagnetic and conductive proppant	6
Addressing the crosstalk issue in imaging using seismic multiple wavefields	6
Influence of interface condition on reflection of elastic waves in fluid-saturated porous media	6
Frequency-dependent spherical-wave reflection coefficient inversion in acoustic media: Theory to practice	6
Subbasalt Marchenko imaging with offshore Brazil field data	6
Noise reduction with reflection supervirtual interferometry	6
Receiver grouping strategies for hybrid geometric-mean reverse time migration	6
On the relation between the propagator matrix and the Marchenko focusing function	6
Gaussian beam imaging of fractures near the wellbore using sonic logging tools after removing dispersive borehole waves	6
A Bayesian multivariate model using Hamiltonian Monte Carlo inference to estimate total organic carbon content in shale	6
The asymptotic local finite-difference method of the fractional wave equation and its viscous seismic wavefield simulation	6
Understanding how overpressure affects the physical properties of sandstones	6
A simple approach to nonstationary source waveform estimation in seismic records	6
Seismic imaging using an e-vib — A case study analyzing the signal properties of a seismic vibrator driven by electric linear synchronous motors	6
A numerical dispersion-dissipation analysis of discontinuous Galerkin methods based on quadrilateral and triangular elements	6
Seismic diffraction separation in the near surface: Detection of high-contrast voids in unconsolidated soils	6
Seismic data recovery using deep targeted denoising priors in an alternating optimization framework	6
A dictionary learning method with atom splitting for seismic footprint suppression	6
Mapping water-abundant zones using transient electromagnetic and seismic methods when tunneling through fractured granite in the Qinling Mountains, China	6
EM3DANI: A Julia package for fully anisotropic 3D forward modeling of electromagnetic data	6
Footprint removal from seismic data with residual dictionary learning	6
Inversion of dry and saturated P- and S-wave velocities for the pore-aspect-ratio spectrum using a cracked porous medium elastic wave theory	6
Viscoacoustic reverse time migration of joint primaries and different-order multiples	6
A dynamic elastic model for squirt-flow effect and its application on fluid-viscosity-associated velocity dispersion in reservoir sandstones	6
Road sinkhole detection with 2D ambient noise tomography	6
Imaging vertical structures using Marchenko methods with vertical seismic-profile data	6
MATLAB codes for generating dispersion images for ground exploration using different multichannel analysis of surface wave transforms	6
Unsupervised contrastive learning for seismic facies characterization	6
Delineating a cased borehole in unconsolidated formations using dipole acoustic data from a nearby well	6
Global optimization to retrieve borehole-derived petrophysical properties of carbonates	6
Constraining magnetic amplitude inversion with magnetotelluric data to image volcanic units: A case study	6
Simultaneous inversion for S-wave velocity and density from the SV-SV wave	6
Simulated annealing velocity analysis: Automating the picking process	6
The effect of power lines on time-domain airborne electromagnetic data	6
A comprehensive study of calibration and uncertainty quantification for Bayesian convolutional neural networks — An application to seismic data	6
Semisupervised fuzzy clustering for facies analysis using extended elastic impedance seismic attributes	6
Seismic modeling and inversion using half-precision floating-point numbers	6
An electrical conductivity model of a coastal geothermal field in southeastern China based on 3D magnetotelluric imaging	6
Two-station continuous wavelet transform cross-coherence analysis for surface-wave tomography using active-source seismic data	6
Near-surface full-waveform inversion in a transmission surface-consistent scheme	6
3D ground-penetrating radar attributes to generate classified facies models: A case study from a dune island	6
Seismic complex ray tracing in 2D/3D viscoelastic anisotropic media by a modified shortest-path method	6
Characterization of gas hydrate systems on the Hikurangi margin (New Zealand) through geostatistical seismic and petrophysical inversion	6
Noise estimation in vector magnetic data derived from airborne vector magnetic system	6
P-wave reflection-moveout approximation for horizontally layered media of arbitrary moderate anisotropy	6
Applied 3D salt body reconstruction using shape optimization with level sets	6
Mitigating the cycle-skipping of full-waveform inversion by random gradient sampling	6
Regularization of anisotropic full-waveform inversion with multiple parameters by adversarial neural networks	6
Investigation of the resonance of nonwetting droplets in constricted capillary tubes	6
An analytic signal-based accurate time-domain viscoacoustic wave equation from the constant-Q theory	6
3D inversion of magnetotelluric data by using a hybrid forward-modeling approach and mesh decoupling	6
The positioning of buried pipelines from magnetic data	6
Tensorial elastodynamics for anisotropic media	6