Computers & Geosciences

Article	Citations
Editorial Board	178
Association Announcement 2023 Felix Chayes Prize	131
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	110
Three-dimensional inversion method based on multi-source fused physical information networks for leachate distribution in landfills	91
Compression of seismic forward modeling wavefield using TuckerMPI	89
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	89
Swin Transformer for simultaneous denoising and interpolation of seismic data	63
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	57
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	56
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	54
Towards an open soil-plant digital twin based on STEMMUS-SCOPE model following open science	53
Borehole lithology modelling with scarce labels by deep transductive learning	52
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	50
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	48
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	45
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	43
SAIPy: A Python package for single-station earthquake monitoring using deep learning	42
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	42
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	41
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	41
Graph neural network-based topological relationships automatic identification of geological boundaries	40
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	40
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	39
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	38
GeoFedNet: Federated learning for privacy-aware, robust, and generalizable seismic interpretation	36

Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	35
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	34
Understanding geological reports based on knowledge graphs using a deep learning approach	33
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	32
Prediction of fault slip tendency in CO	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	30
PyLGRIM: Modelling 3D-ERI with infinite elements in complex topography context	29
FracAbut: A python toolbox for computing fracture stratigraphy using interface impedance	29
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	29
A novel algorithm for seismic events multiplets search	28
Emerging trends in big data analytics and natural disasters	26
Editorial Board	26
Differentiating outcropping strata from oblique photogrammetric data using an octree-based convolutional neural network with spatial parameters	26
Editorial Board	25
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	25
Stochastic analysis of air–sea heat fluxes variability in the North Atlantic in 1979–2022 based on reanalysis data	25
Fractal-based supervised approach for dimensionality reduction of hyperspectral images	25
A benchmark study for quasi-static numerical upscaling of seismic wave attenuation and dispersion in fractured poroelastic rocks	25
Terrain methods on spectral analysis for paleoclimate interpretations: A novel visualization technique using python	25
Data space inversion for efficient predictions and uncertainty quantification for geothermal models	24
MJOFormer: An adaptive land-ocean spatio-temporal transformer for Madden–Julian Oscillation forecasting	24
Least-squares-embedded optimization for accelerated convergence of PINNs in high-frequency acoustic wavefield simulations	23
Research on hyperspectral remote sensing alteration mineral mapping using an improved ViT model	23
Mineral prospectivity analysis is unstable to changes in pixel size	23
A new elastic wave equation for decoupling P-wave and S-waves and its application	23
Virtual fieldwork in immersive environments using game engines	23
TorchTEM3D: PyTorch-Driven forward modeling platform for fast 3D transient electromagnetic modeling and efficient sensitivity matrix calculation	23
ElasWave3D: A GPU-accelerated 3D finite-difference elastic wave solver for complex topography using irregular subdomain index arrays	22
An improved method to accelerate the acquisition efficiency of the T1-T2 spectrum based on the IR-BSSFP-CPMG pulse sequence∗	22
Latent diffusion models for parameterization of facies-based geomodels and their use in data assimilation	22
Automatic recognition of slide mass and inversion analysis of landslide based on discrete element method	21
Prior information assisted multi-scale network for precipitation nowcasting	21
Editorial Board	21
Mitigation of spatial nonstationarity with vision transformers	21
Hybrid supervised prestack three-parameter inversion method based on physical equation driving	21
Multiscale reconstruction of porous media based on multiple dictionaries learning	21
Forecasting of absolute dynamic topography using deep learning algorithm with application to the Baltic Sea	21
Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging	20
LABQ3: Bayesian method for quantification of mineral compositions and nano-scale elemental mapping of 3D synchrotron XCT data	20
A GPU algorithm for identifying the longest flow paths in catchments	20
Improved modelling of fluid production and reinjection in geothermal reservoirs	20
Short-term earthquake forecasting using electromagnetic and geoacoustic observations via contrastive learning	20
A high-efficiency parallel fast marching method for large-scale seismic tomography in three-dimensional spherical coordinates	19
Simulating electrochemical migration and anion exclusion in porous and fractured media using PFLOTRAN19
Ensemble hindcasting of winds and waves for the coastal and oceanic region of Southern Brazil	19
Probabilistic volcanic mass flow hazard assessment using statistical surrogates of deterministic simulations	19
DAM-CGNet: Semantic segmentation-based approach for valley-bottom extraction from digital elevation models	19
Imputation in well log data: A benchmark for machine learning methods	19
GAN-MT1DInv: A physics-informed generative adversarial network for magnetotelluric inversion	19
Fast forward modeling of grounded electrical-source transient electromagnetic based on inverse Laplace transform adaptive hybrid algorithm	18

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

Discriminator-based stratigraphic sequence semantic augmentation seismic facies analysis	10
Deep generative networks for multivariate fullstack seismic data inversion using inverse autoregressive flows	10
Partially overlapped grain shape restoration of the granular rock images	10
A 3D forward stratigraphic model of aeolian dune evolution for prediction of lithofacies heterogeneity	10
Measuring landslide-driven ground displacements with high-resolution surface models and optical flow	10
Estimation of electrical conductivity models using multi-coil rigid-boom electromagnetic induction measurements	10
Removing atmospheric noise from InSAR interferograms in mountainous regions with a convolutional neural network	10
Seismicity-constrained fault detection and characterization with a multitask machine learning model	10
A deep scalable neural architecture for soil properties estimation from spectral information	10
PyRefra – Refraction seismic data treatment and inversion	10
Editorial Board	10
Domain knowledge-guided geological named entities recognition of rock minerals based on prompt engineering with error feedback mechanism	9
Laudatio for Prof. João Felipe Coimbra Leite Costa, recipient of the John Cedric Griffiths teaching Award	9
Advection-based tracking and analysis of salinity movement in the Indian Ocean	9
Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods	9
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach	9
ConvEQ: Convolutional neural network for earthquake phase classification using short time frequency transform	9
QDM l	9
Unsupervised active–transfer learning for automated landslide mapping	9
Efficient extraction of seismic reflection with Deep Learning	9
Multi-mineral segmentation of micro-tomographic images using a convolutional neural network	9
DeLIA: A Dependability Library for Iterative Applications applied to parallel geophysical problems	9
Adaptive variational fusion of multi-source lunar digital elevation models based on curvature regularization	9
Spatio-temporal deep networks with feature disentangling for advancing earthquake monitoring	9
One-dimensional magnetotelluric parallel inversion using a ResNet1D-8 residual neural network	9
A geological knowledge-constrained entity and relation extraction method for text: A case study of granitic pegmatite-type lithium deposits	9
Exploiting global information and local edge detail for full waveform inversion	9
Sparse graph-regularized dictionary learning for full waveform inversion	9
Interpreting Deepkriging for spatial interpolation in geostatistics	9
A deep learning model for predicting the production of coalbed methane considering time, space, and geological features	9
Polar night jet characterization through artificial intelligence	9
IntersecT: a Python script for quantitative isopleth thermobarometry of equilibrium and disequilibrium systems	9
Magnetic anomalies characterization: Deep learning and explainability	9
LADI: Landslide displacement interpolation through a spatial-temporal Kalman filter	9