Geophysical Prospecting

Article	Citations
A fully unsupervised and highly generalized deep learning approach for random noise suppression	68
Seismic data interpolation using deep learning with generative adversarial networks	66
Convolutional neural network inversion of airborne transient electromagnetic data	29
Seismic noise attenuation by signal reconstruction: an unsupervised machine learning approach	28
Learning from unlabelled real seismic data: Fault detection based on transfer learning	20
Denoising of magnetotelluric data using K‐SVD dictionary training	20
An artificial neural network approach for the inversion of surface wave dispersion curves	20
The high‐resolution seismic deconvolution method based on joint sparse representation using logging–seismic data	20
Cable reverberations during wireline distributed acoustic sensing measurements: their nature and methods for elimination	20
Deep learning assisted well log inversion for fracture identification	19
Semi‐supervised deep autoencoder for seismic facies classification	16
An illumination‐compensated Gaussian beam migration for enhancing subsalt imaging	15
Extended full waveform inversion with matching filter	15
Eigenrays in 3D heterogeneous anisotropic media, Part I: Kinematics	14
Pressure and frequency dependence of elastic moduli of fluid‐saturated dual‐porosity rocks	14
First break picking with deep learning – evaluation of network architectures	14
Research Note: Recovering sparse models in 3D potential‐field inversion without bound dependence or staircasing problems using a mixed Lp norm regularization	13
Eigenrays in 3D heterogeneous anisotropic media, Part II: Dynamics	12
Seismic dispersion and attenuation in Mancos shale – laboratory measurements	12
Probabilistic inversions of electrical resistivity tomography data with a machine learning‐based forward operator	12
Gravity inversion of 2D fault having variable density contrast using particle swarm optimization	12
Deep learning unflooding for robust subsalt waveform inversion	11
Diffraction separation by variational mode decomposition	11
Integration of airborne geophysics and satellite imagery data for exploration targeting in porphyry Cu systems: Chahargonbad district, Iran	11
Sequential joint inversion of gravity and magnetic data via the cross‐gradient constraint	11

Evidential data integration to produce porphyry Cu prospectivity map, using a combination of knowledge and data‐driven methods	11
Mapping of underground cavities by the passive seismic standing waves method: the case study of Barsukovskaya cave (Novosibirsk region, Russia)	10
Point‐spread function convolution to simulate prestack depth migrated images: A validation study	10
From cradle to grave: how burial history controls the rock‐physics properties of quartzose sandstones	10
Real‐time deep‐learning inversion of seismic full waveform data for CO2 saturation and uncertainty in geological carbon storage monitoring	10
Improved controlled source audio‐frequency magnetotelluric method apparent resistivity pseudo‐sections based on the frequency and frequency–spatial gradients of electromagnetic fields	9
Pre‐migration diffraction separation using generative adversarial networks	9
Warped mapping–based blind deconvolution for resolution improvement	9
A novel approach for fracture porosity estimation of carbonate reservoirs	9
Convolutional neural network‐based classification of microseismic events originating in a stimulated reservoir from distributed acoustic sensing data	9
Gravity for Lithosphere Architecture Determination and Analysis: the Central Eastern Mediterranean case study	9
Frequency‐dependent signal‐to‐noise ratio effect of distributed acoustic sensing vertical seismic profile acquisition	9
Conductivity in partially saturated porous media described by porosity, electrolyte saturation and saturation‐dependent tortuosity and constriction factor	8
Optimization‐based recursive filtering for separation of signal from harmonics in vibroseis	8
A novel hybrid method based on discontinuous Galerkin method and staggered‐grid method for scalar wavefield modelling with rough topography	8
Seismic erratic noise attenuation using unsupervised anomaly detection	8
Unsupervised dual learning for seismic data denoising in the absence of labelled data	8
Facies‐based full‐waveform inversion for anisotropic media: a North Sea case study	8
Analysis of the frequency dependence characteristics of wave attenuation and velocity dispersion using a poroelastic model with mesoscopic and microscopic heterogeneities	8
Viscoelastic wave propagation for nearly constant Q transverse isotropy	8
Application of adaptive parameterized S‐transform to delta sandstone reservoir identification	8
3D Marchenko applications: implementation and examples	7
Research Note: Signal‐to‐noise ratio computation for challenging land single‐sensor seismic data	7
3D high‐order sparse radon transform with L1–2 minimization for multiple attenuation	7
Research Note: Reconstruction of seismic signals using S‐transform ridges	7
Estimation of P‐wave anisotropy parameters from 3D vertical seismic profile with distributed acoustic sensors and geophones for seismic imaging in the CO2CRC Otway Project	7
Simultaneous‐source deblending using adaptive coherence‐constrained dictionary learning and sparse approximation	7
A computational review of the line integral analytical formulation of the polyhedral gravity signal	7
A workflow for multimineralogic carbonate rock physics modelling in a Bayesian framework: Brazilian pre‐salt reservoir case study	7
Deep learning multiphysics network for imaging CO2 saturation and estimating uncertainty in geological carbon storage	7
Attenuation compensation for wavefield‐separation‐based least‐squares reverse time migration in viscoelastic media	7
Quality control for the geophone reorientation of ocean bottom seismic data using k‐means clustering	7
Convolution neural network application for first‐break picking for land seismic data	7
Elastic wave‐mode separation in 2D transversely isotropic media using optical flow	7
Angle domain common image gathers from reverse time migration by combining the Poynting vector with directional decomposition	6
Joint inversion of Rayleigh wave fundamental and higher order mode phase velocity dispersion curves using multi‐objective grey wolf optimization	6
First‐break automatic picking technology based on semantic segmentation	6
Inversion using adaptive physics‐based neural network: Application to magnetotelluric inversion	6
A new squirt coefficient to simulate P‐wave attenuation	6
Perturbation‐based traveltime approximation for two acoustic assumptions in the transversely isotropic media with a vertical symmetry axis	6
The frequency exponent of artificial sandstone's complex resistivity spectrum	6
A unified model for the permeability, electrical conductivity and streaming potential coupling coefficient in variably saturated fractured media	6
Elastic anisotropy of the Marcellus Shale	6
Suppression of motion noise based on a linear‐homomorphic filtering algorithm in airborne electromagnetic survey	6
A gradient‐based Markov chain Monte Carlo algorithm for elastic pre‐stack inversion with data and model space reduction	6
Heterogeneity evaluation of pore types based on dipole shear sonic imager logs by means of statistical parameters, the central Persian Gulf	6
Comparison of nodal and edge basis functions for the forward modelling of three‐dimensional frequency‐domain wire source electromagnetic data using a potentials formulation	6
The added value of joint PP–PS inversion for reservoir characterization: A case study using Jubarte PRM seismic data (offshore Brazil)	6
An aggregated template methodology: Novel automatic phase‐onset identification by template matching	6
An attention‐guided convolution neural network for denoising of distributed acoustic sensing–vertical seismic profile data	6

Intelligent pore type characterization: Improved theory for rock physics modelling	5
Unified elimination of 1D acoustic multiple reflection	5
The impact of seismic inversion methodology on rock property prediction	5
Mapping critical mineral resources using airborne geophysics, 3D joint inversion and geology differentiation: A case study of a buried niobium deposit in the Elk Creek carbonatite, Nebraska, USA	5
Deep learning framework for true amplitude imaging: Effect of conditioners and initial models	5
Full waveform inversion based on inversion network reparameterized velocity	5
Low‐rank seismic data reconstruction and denoising by CUR matrix decompositions	5
Anisotropy and fracture analysis for coalbed methane reservoir development in Bokaro coalfield, India	5
Processing of multi‐well offset vertical seismic profile data acquired with distributed acoustic sensors and surface orbital vibrators: Stage 3 of the CO2CRC Otway Project case study	5
Stress prediction and evaluation approach based on azimuthal amplitude‐versus‐offset inversion of unconventional reservoirs	5
Water‐flooding and consolidation of reservoir chalk – effect on porosity and Biot's coefficient	5
Elastic reverse time migration method in vertical transversely isotropic media including surface topography	5
Detection of hidden reservoirs under strong shielding based on bi‐dimensional empirical mode decomposition and the Teager–Kaiser operator	5
A multi‐data training method for a deep neural network to improve the separation effect of simultaneous‐source data	5
Estimation of porosity and gas hydrate saturation by inverting 2D seismic data using very fast simulated Annealing in the Krishna Godavari offshore basin, India	5
An improved 25‐point finite‐difference scheme for frequency‐domain elastic wave modelling	5
Elastic properties of a reservoir sandstone: a broadband inter‐laboratory benchmarking exercise	5
Electrical resistivity tomography technique coupled with numerical modelling: A case study for stability analysis	5
Multiscale phase inversion for vertical transverse isotropic media	5
A logical error in Gassmann poroelasticity	4
The S waves geometrical spreading in elliptical orthorhombic media	4
High‐performance computing strategies for seismic‐imaging software on the cluster and cloud‐computing environments	4
Dispersion of flexural waves in a borehole with a tensile fracture in an anisotropic stress environment	4
Acquisition geometry analysis with point‐spread functions	4
Consistent convolution kernel design for missing shots interpolation using an improved U‐net	4
Deblending and merging of 3D multi‐sweep seismic blended data	4
Robust local slope estimation by deep learning	4
Improving signal fidelity for deep learning‐based seismic interference noise attenuation	4
Observation and theoretical calibration of the fluid flow mechanism of artificial porous rocks with various size fractures	4
A physics‐guided neural network‐based approach to velocity model calibration for microseismic data	4
Electrical resistivity tomography with smooth sparse regularization	4
Structural information derived from ambient noise tomography over a hydrocarbon‐producing region in the Cachar fold belt, lower Assam, northeast India	4
Analytical model for rock effective elastic properties with aligned elliptical cracks embedded in transversely isotropic background	4
Use of rock‐physics analysis of well logs to determine compaction history of Cretaceous shales in the Rovuma basin, Offshore Mozambique	4
Research note: Application of refraction full‐waveform inversion of ocean bottom node data using a squared‐slowness model parameterization	4
Seismic responses to an earthquake source in stratified transversely isotropic porous media	4
Sparsity‐promoting least‐squares reverse time migration via preconditioned Bregmanized operator splitting	4
Ratio‐Euler deconvolution and its applications	4
Bayesian inversion of 4D seismic data to pressure and saturation changes: Application to a west of Shetlands field	4
Porosity variation of elastic wave velocities in clean sandstones	4
Broadband seismic source data acquisition and processing to delineate iron oxide deposits in the Blötberget mine‐central Sweden	4
Prestack seismic data interpolation and enhancement with common‐reflection‐surface–based migration and demigration	4
Seismic time–frequency analysis as a robust method to estimate the fluid saturation: A case study of carbonates reservoir, Iran	3
Measurement and inversion strategies for 3‐D resistivity surveys with vector arrays	3
Inversion of explosive source land seismic data to determine source signature parameters	3
Iterative Gaussian mixture model and multi‐channel attributes for arrival picking in extremely noisy environments	3
Imaging CO2$_2$ reinjection into basalts at the CarbFix2 reinjection reservoir (Hellisheiði, Iceland) with body‐wave seismic interferometry	3
Electrical resistivity tomography and ground‐penetrating radar methods to detect archaeological walls of Babylonian houses near Ishtar temple, ancient Babylon city, Iraq	3
Rock physics modelling‐based characterization of deep and tight mixed sedimentary (clastic and carbonate) reservoirs: A case study from North Potwar Basin of Pakistan	3
Effects of petrophysical parameters on attenuation and dispersion of seismic waves in the simplified poroelastic theory: Comparison between the Biot's theory and viscosity‐extended theory	3
Case study: 4D consistent receiver coupling corrections applied to deep‐water ocean bottom cable data	3
Biot effective stress parameter in poroelastic anisotropic media: Static and dynamic case	3
Integrated geophysical methods for boulder delineation to improve mining	3
Fine grid model for the dielectric characteristics of ground‐penetrating radar in mixed media	3
Reverse time migration with Gaussian beams using optimized ray tracing systems in transversely isotropic media	3
The effect of clay and contacts between sand grains on the elastic properties of sandstones	3
An Empirical Method for the Optimal Setting of the Potential Fields Inverse Problem	3
Discrete cosine transform for parameter space reduction in Bayesian electrical resistivity tomography	3
Seismic velocity analysis in the presence of amplitude variations using local semblance	3
Facies‐constrained transdimensional amplitude versus angle inversion using machine learning assisted priors	3
Explainable artificial intelligence‐driven mask design for self‐supervised seismic denoising	3
Common‐offset domain reflection–diffraction separation with deep learning	3
Wavefield simulation of fractured porous media and propagation characteristics analysis	3
A multi‐parameter approach for recognition of anthropogenic noise in aeromagnetic data collected over populated areas: Erzgebirge, Germany	3
A posteriori insertion of information for focusing and time–depth conversion of ground‐penetrating radar data	3
Least‐squares reverse time migration based on an efficient pure qP‐wave equation	3
Depth‐based correlation analysis between the density of lineaments in the crystalline basement's weathered zones and groundwater occurrences within the Voltaian basin, Ghana	3
On the equivalence of the conductivity and resistivity equations in the interpretation of induced polarization data	3
On the association between fast induced polarization in frozen rocks and dielectric polarization of ice	3
High‐resolution and robust microseismic grouped imaging and grouping strategy analysis	3
Fluid identification by nonlinear frequency‐dependent amplitude variation with offset inversion based on scattering theory	3
Mapping and litho‐geophysical classification of potential mining areas by spatial remote sensing and helicopter‐borne gamma‐ray spectrometry (Tikirt, Anti‐Atlas, Morocco)	3
Inversion of self‐potential source based on particle swarm optimization	3
Removal of strong noise in magnetotelluric data using grey wolf optimized wavelet threshold	3
Elastic wave velocities in a granitic geothermal reservoir	3
Preconditioned transmission + reflection joint traveltime tomography with adjoint‐state method for subsurface velocity model building	3
High‐efficiency and high‐precision seismic trace interpolation for irregularly spatial sampled data by combining an extreme gradient boosting decision tree and principal component analysis	3
Inferring geological structural features from geophysical and geological mapping data using machine learning algorithms	3
Using microseismic events to improve the accuracy of sensor orientation for downhole microseismic monitoring	3
Pressure effects on the anisotropic electrical conductivity of artificial porous rocks with aligned fractures	3

Full‐waveform inversion for reverse vertical seismic profiling data based on a variant of the optimal transport theory	2
Gravity and magnetic exploration applied to iron ore deposits in the Sierra Grande area, Río Negro Province, Argentina	2
Wave‐based inversion at scale on graphical processing units with randomized trace estimation	2
A machine‐learning framework to estimate saturation changes from 4D seismic data using reservoir models	2
Localizing weak microseismic events using transfer learning with a deep neural network	2
Enhancing the resolution of seismic data based on the non‐local similarity	2
Simultaneous random plus outlier attenuation and deblending based on L1‐norm misfit function	2
Explosive source signature determination: Two unequal shots in the same hole	2
A comprehensive study of some features from characteristics of enhanced ground‐penetrating radar wave images through convenient data processing within carbonate rock, west of Assiut, Egypt	2
Seismic impedance inversion using a multi‐input neural network with a two‐step training strategy	2
Estimation of shear sonic logs in the heterogeneous and fractured Lower Cretaceous of the Danish North Sea using supervised learning	2
Factors that influence fluid flow in a single fracture	2
Ground roll intelligent suppression based on spatial domain synchrosqueezing wavelet transform convolutional neural network	2
Calibration of near‐surface multi‐frequency electromagnetic induction data	2
Source and receiver deghosting by demigration‐based supervised learning	2
Semi‐blind‐trace algorithm for self‐supervised attenuation of trace‐wise coherent noise	2
The dead volume effect on the elastic moduli measurements using the forced‐oscillation method	2
Regularized seismic amplitude inversion via variational inference	2
Sandstone detection using three‐term amplitude variation with offset projection: A case study	2
Generalization of Bayesian inversion with application to PP reflection in a vertical transverse isotropy medium	2
Physics‐reliable frugal local uncertainty analysis for full waveform inversion	2
Blended acquisition with temporally signatured/modulated and spatially dispersed source array: Concept and method	2
Diffraction denoising using self‐supervised learning	2
High temporal accuracy elastic wave simulation with new time–space domain implicit staggered‐grid finite‐difference schemes	2
Full‐wave modelling of early‐time measurements in time‐domain electromagnetics: Consideration of coupling between Tx–Rx antennas and the ground	2
Oriented extrapolation of common‐midpoint gathers in the absence of near‐offset data using predictive painting	2
Deghosting dual‐component streamer data using demigration‐based supervised learning	2
On pathological orthorhombic models	2
Research Note: Automated data‐driven alignment of near‐bit and top‐drive vibration sensors for seismic while drilling and beyond	2
Automated well log depth matching: Late fusion multimodal deep learning	2
Homotopy scattering series for seismic forward modelling with variable density and velocity	2
2D seismic design on frontier basins using potential field data, a case study in the south of the eastern arm of the East African Rift System	2
Relation of acoustic impedance to stiffness and porosity of Maastrichtian chalk in Dan field, Danish North Sea	2
Not all faults are conductive: the effects of seasonal weather changes on the near‐surface expression of faults	2
Loss functions in machine learning for seismic random noise attenuation	2
2.5D geophysical model of the Gällivare mining area: An integrated study to model the top 4 km of the subsurface and guide for future exploration activities	2
Pre‐stack depth imaging techniques for the delineation of the Carosue Dam gold deposit, Western Australia	2
A joint imaging method of vertical seismic profiling data by generalized radon transform migration	2
Enhancing magnetic source edges using the tilt angle of the analytic‐signal amplitudes of the horizontal gradient	2
In search of the vibroseis first arrival	2
A comparison of the joint and independent inversions for magnetic and gravity data over kimberlites in Botswana	2
Efficient Bayesian inversion of borehole geophysical measurements with a gradient‐based Markov chain Monte Carlo method	2
Temporal dispersion correction for wave‐propagation modelling with a series approach	2
Frequency‐dependent seismic properties in layered and fractured rocks with partial saturation	2
Joint viscoacoustic waveform inversion with the separated upgoing and downgoing wavefields in zero‐offset vertical seismic profile data	2
Model‐based optimization of source locations for 3D acoustic seismic full‐waveform inversion	2
Frequency‐domain wavefield reconstruction inversion of ground‐penetrating radar based on sensitivity analysis	2
Anisotropic diffusion filtering based on fault confidence measure and stratigraphic coherence coefficients	2