Computers & Geosciences

Article	Citations
Editorial Board	140
Association Announcement 2023 Felix Chayes Prize	118
Borehole lithology modelling with scarce labels by deep transductive learning	105
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	98
Compression of seismic forward modeling wavefield using TuckerMPI	94
Three-dimensional inversion method based on multi-source fused physical information networks for leachate distribution in landfills	59
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	57
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	57
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	55
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	54
Swin Transformer for simultaneous denoising and interpolation of seismic data	53
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	51
Towards an open soil-plant digital twin based on STEMMUS-SCOPE model following open science	48
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	48
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	47
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	46
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	45
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	44
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	43
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	43
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	42
SAIPy: A Python package for single-station earthquake monitoring using deep learning	42
Prediction of fault slip tendency in CO	42
Understanding geological reports based on knowledge graphs using a deep learning approach	40
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	39

A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	38
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	38
Graph neural network-based topological relationships automatic identification of geological boundaries	36
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	34
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	32
A Boundary-Enhanced and Feature-Interactive CNN–Transformer Network for Shoreline Extraction in Complex Coastal Environments	32
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	32
GeoFedNet: Federated learning for privacy-aware, robust, and generalizable seismic interpretation	31
PyLGRIM: Modelling 3D-ERI with infinite elements in complex topography context	30
FracAbut: A python toolbox for computing fracture stratigraphy using interface impedance	30
Research on hyperspectral remote sensing alteration mineral mapping using an improved ViT model	29
MJOFormer: An adaptive land-ocean spatio-temporal transformer for Madden–Julian Oscillation forecasting	29
An improved method to accelerate the acquisition efficiency of the T1-T2 spectrum based on the IR-BSSFP-CPMG pulse sequence∗	29
Least-squares-embedded optimization for accelerated convergence of PINNs in high-frequency acoustic wavefield simulations	29
A novel algorithm for seismic events multiplets search	28
Editorial Board	28
Editorial Board	27
Emerging trends in big data analytics and natural disasters	27
Terrain methods on spectral analysis for paleoclimate interpretations: A novel visualization technique using python	26
For any two arbitrary slices from one digital rock, its twins can be fast stably reconstructed: A novel integrated model of RVION with ADA-PGGAN	26
Virtual fieldwork in immersive environments using game engines	25
Mineral prospectivity analysis is unstable to changes in pixel size	25
Fractal-based supervised approach for dimensionality reduction of hyperspectral images	25
A new elastic wave equation for decoupling P-wave and S-waves and its application	25
A benchmark study for quasi-static numerical upscaling of seismic wave attenuation and dispersion in fractured poroelastic rocks	24
Automatic recognition of slide mass and inversion analysis of landslide based on discrete element method	24
Editorial Board	23
Latent diffusion models for parameterization of facies-based geomodels and their use in data assimilation	23
Differentiating outcropping strata from oblique photogrammetric data using an octree-based convolutional neural network with spatial parameters	23
Stochastic analysis of air–sea heat fluxes variability in the North Atlantic in 1979–2022 based on reanalysis data	23
ElasWave3D: A GPU-accelerated 3D finite-difference elastic wave solver for complex topography using irregular subdomain index arrays	23
Multiscale reconstruction of porous media based on multiple dictionaries learning	23
TorchTEM3D: PyTorch-Driven forward modeling platform for fast 3D transient electromagnetic modeling and efficient sensitivity matrix calculation	23
Data space inversion for efficient predictions and uncertainty quantification for geothermal models	23
Short-term earthquake forecasting using electromagnetic and geoacoustic observations via contrastive learning	22
Forecasting of absolute dynamic topography using deep learning algorithm with application to the Baltic Sea	22
Hybrid supervised prestack three-parameter inversion method based on physical equation driving	22
Prior information assisted multi-scale network for precipitation nowcasting	22
A novel algorithm and software for 3D density gravity inversion	22
A high-efficiency parallel fast marching method for large-scale seismic tomography in three-dimensional spherical coordinates	22
LABQ3: Bayesian method for quantification of mineral compositions and nano-scale elemental mapping of 3D synchrotron XCT data	22
A GPU algorithm for identifying the longest flow paths in catchments	22
Improved modelling of fluid production and reinjection in geothermal reservoirs	22
Imputation in well log data: A benchmark for machine learning methods	20
TwoStream-EQT: A microseismic phase picking model combining time and frequency domain inputs	20
Predictive mapping and assignment uncertainty with a spatially adjusted Gaussian mixture model	20
DAM-CGNet: Semantic segmentation-based approach for valley-bottom extraction from digital elevation models	20
Optimising the computational performance of high degree lithospheric field models	20
Ensemble hindcasting of winds and waves for the coastal and oceanic region of Southern Brazil	20
Probabilistic volcanic mass flow hazard assessment using statistical surrogates of deterministic simulations	20

Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging	19
Fast forward modeling of grounded electrical-source transient electromagnetic based on inverse Laplace transform adaptive hybrid algorithm	19
Mitigation of spatial nonstationarity with vision transformers	19
Simulating electrochemical migration and anion exclusion in porous and fractured media using PFLOTRAN19
pySimFrac: A Python library for synthetic fracture generation and analysis	18
Measuring sampling fairness and geochemical consensus for blasthole assays within grade-block mining units	18
PoreViT: Automated pore typing in carbonate rocks using vision transformers and neighborhood features	18
Research on microseismic signal identification through data fusion	18
GAN-MT1DInv: A physics-informed generative adversarial network for magnetotelluric inversion	18
Combining deep neural network and spatio-temporal clustering to automatically assess rockburst and seismic hazard – Case study from Marcel coal mine in Upper Silesian Basin, Poland	18
Improving generalization through self-supervised learning using generative pre-training transformer for natural gas segmentation	17
Efficient variable precision reduction in chaotic climate models: Analysis of the NEMO case in the destination earth project	17
Modeling reactive multi-component multi-phase flow for Geological Carbon Sequestration (GCS) with Matlab	17
Daily Ten-ST-GEE: An open access and fully automated 10-m LST downscaling system	17
Massively parallel modeling of electromagnetic field in conductive media: An MPI-CUDA implementation on Multi-GPU computers	17
Image-guided structure-constrained inversion of electrical resistivity data for improving contaminations characterization	17
Densely multiscale framework for segmentation of high resolution remote sensing imagery	17
Editorial Board	17
THEPORE: A software package for modeling THErmo-PORo-elastic displacements	17
An automated method for topology consistent processing of parallel geological cross-sections based on topology reasoning	17
P-Swin: Parallel Swin transformer multi-scale semantic segmentation network for land cover classification	16
Introducing USED: Urban Seismic Event Detection	16
Capturing exposed bedrock in the upland regions of Great Britain: A geomorphometric focused random forest approach	16
Identifying microseismic events using a dual-channel CNN with wavelet packets decomposition coefficients	16
Hybrid CPU-GPU solution to regularized divergence-free curl-curl equations for electromagnetic inversion problems	16
Laplacian deep ensembles: Methodology and application in predicting dUT1 considering geophysical fluids	16
Physics-Informed Neural Networks for solving transient unconfined groundwater flow	16
Latent diffusion model for conditional reservoir facies generation	16
Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes and outcrop contacts	16
Preface: Embracing interdisciplinary earth science: Advancing through open science, collaboration, and innovation	16
Deep Kernel Dictionary Learning for detection of wave breaking features in Atmospheric Gravity Waves	15
THYRSIS: A QGIS plugin for hydrogeological modelling	15
Local conditioning in posterior sampling methods with example cases in subsurface inversion	15
Multiscale study of statistical fractal DFN model and corresponding seismic images	15
An improved algorithm for extracting crossovers of satellite ground tracks	15
A VTI medium prestack migration method based on the De Wolf approximation	15
Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation	14
Quantitative bed-type classification for a global comparison of deep-water sedimentary systems	14
An ontology-based framework for semantic geographic information systems development and understanding	14
SwinInver: 3D data-driven seismic impedance inversion based on Swin Transformer and adversarial training	14
Optimization of support vector machine parameters in modeling of Iju deposit mineralization and alteration zones using particle swarm optimization algorithm and grid search method	14
A new multi-expert distance for clustering climate parameters: a Caribbean precipitation case study	14
Dual level attention based lightweight vision transformer for streambed land use change classification using remote sensing	14
Optimized Apriori algorithm for deformation response analysis of landslide hazards	14
Automatic variogram calculation and modeling	14
PIKANs: Physics-informed Kolmogorov–Arnold networks for landslide time-to-failure prediction	13
Computation of specular reflections on a sphere: Assessment and validation of algorithms based on special boundary cases	13
Advanced petrographic thin section segmentation through deep learning-integrated adaptive GLFIF	13
Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning	13
Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms	13
Chroma: A MATLAB package and open-source platform for biomarker data processing and automatic index calculations	13
A study on grille structure modeling algorithm for fault-controlled fractured-cavity reservoirs: A case study of the shunbei no. 5 fault zone	13
TomoATT: An open-source package for Eikonal equation-based adjoint-state traveltime tomography for seismic velocity and azimuthal anisotropy	13
Calculating sensitivity or gradient for geophysical inverse problems using automatic and implicit differentiation	13
An improved method for pore size distribution measurement of porous geomaterials based on microscopic images	13
Semi-analytical method for thermal field analysis of multiple arbitrarily shaped inhomogeneities in heterogeneous geological media	13
Design, implementation and application of the Marchenko plane-wave algorithm	12
Intelligent seismic stratigraphic modeling using temporal convolutional network	12
Comparative analysis of computational schemes for FEM modeling of 3D time-domain geoelectromagnetic fields excited by a horizontal grounded-wire source	12
Cosine-enhanced tuna swarm optimized exponential entropy segmentation method for sand grain microscopic images	12
High-resolution aeromagnetic map through Adapted-SRGAN: A case study in Québec, Canada	12
Efficient multi-GPU distributed training strategies for neural operator networks: Application to magnetotelluric forward modeling	12
Geophysics-guided multi-stage hybrid learning for post-stack seismic impedance inversion	12
Semantic segmentation of coastal aerial/satellite images using deep learning techniques: An application to coastline detection	12
Efficient modeling of fractional Laplacian viscoacoustic wave equation with fractional finite-difference method	12
GROWTH-23: An integrated code for inversion of complete Bouguer gravity anomaly or temporal gravity changes	12
EaDz: A web-based, relational database for detrital zircons from East Asia	12
Introducing a new index for flood mapping using Sentinel-2 imagery (SFMI)	12
Smoke or cloud: Real-time satellite image segmentation in a wildfire data integration application	11
Application of polynomial type elastic outer boundary conditions in fractal composite reservoir seepage model	11
CSIDRS – stable isotope data reduction software for the CAMECA LG SIMS	11
Introducing PyFaultSlip: A free and open-source tool for the assessment of induced fault slip hazards from deep fluid injection	11
The multi-GPU Wetland DEM Ponding Model	11
Unsupervised clustering of ambient seismic noise in an urban environment	11
3D magnetotelluric inversion with arbitrary data orientation angles	11
Uncertainty-aware ensemble learning and dynamic threshold optimization for landslide susceptibility mapping	11
Estimation of electrical conductivity models using multi-coil rigid-boom electromagnetic induction measurements	11
Editorial Board	11
Measuring landslide-driven ground displacements with high-resolution surface models and optical flow	11
Discriminator-based stratigraphic sequence semantic augmentation seismic facies analysis	11

Hyperspectral image classification based on faster residual multi-branch spiking neural network	11
Deep generative networks for multivariate fullstack seismic data inversion using inverse autoregressive flows	11
Seismicity-constrained fault detection and characterization with a multitask machine learning model	11
AI-based geological subsurface reconstruction using sparse convolutional autoencoders	11
A deep scalable neural architecture for soil properties estimation from spectral information	11
Petro NLP: Resources for natural language processing and information extraction for the oil and gas industry	11
Removing atmospheric noise from InSAR interferograms in mountainous regions with a convolutional neural network	10
Editorial Board	10
Magnetic anomalies characterization: Deep learning and explainability	10
Multi-mineral segmentation of micro-tomographic images using a convolutional neural network	10
Domain knowledge-guided geological named entities recognition of rock minerals based on prompt engineering with error feedback mechanism	10
Polar night jet characterization through artificial intelligence	10
IntersecT: a Python script for quantitative isopleth thermobarometry of equilibrium and disequilibrium systems	10
Core–shell clustering approach for detection and analysis of coastal upwelling	10
Partially overlapped grain shape restoration of the granular rock images	10
3D semantic mapping of surface geological features	10
Adaptive variational fusion of multi-source lunar digital elevation models based on curvature regularization	10
ConvEQ: Convolutional neural network for earthquake phase classification using short time frequency transform	10
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach	10
PyRefra – Refraction seismic data treatment and inversion	10
Spatio-temporal deep networks with feature disentangling for advancing earthquake monitoring	10
QDM l	10
A geological knowledge-constrained entity and relation extraction method for text: A case study of granitic pegmatite-type lithium deposits	10
DeLIA: A Dependability Library for Iterative Applications applied to parallel geophysical problems	10
Exploiting global information and local edge detail for full waveform inversion	10