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Markov chains and embedded Markov chains in geology
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Statistical Properties of Stream Lengths
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Statistical Model of Turbulence in Sediment-Laden Streams
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The Use of Multivariate Markov Schemes in Petrology
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Random Processes and Lithologic Transitions
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Frequency Distributions of Stream Link Lengths
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Stratigraphy and Sedimentation
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Stratigraphic Sections, Bedding Sequences, and Random Processes
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Stratigraphy and Sedimentation
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Markov Renewal Processes: Definitions and Preliminary Properties
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Markov Renewal Processes with Finitely Many States
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Statistical Methods in Markov Chains
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Statistical Inference about Markov Chains
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Markov analysis of cyclic alluvial sediments
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Mathematical Simulation of Marine Sedimentation with IBM 7090/7094 Computers
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Quantitative log interpretation and uncertainty propagation of petrophysical properties and facies classification from rock-physics modeling and formation evaluation analysis
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Stochastic inversion of facies from seismic data based on sequential simulations and probability perturbation method
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Joint probabilistic petrophysics-seismic inversion based on Gaussian mixture and Markov chain prior models
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Quantitative seismic interpretation of rock brittleness based on statistical rock physics
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A comparison of deep machine learning and Monte Carlo methods for facies classification from seismic data
inferred← citeshttps://doi.org/10.1190/geo2019-0520.1openalex-snapshot
Stochastic perturbation optimization for discrete-continuous inverse problems
inferred← citeshttps://doi.org/10.1190/geo2019-0625.1openalex-snapshot
Bayesian petroelastic inversion with multiple prior models
inferred← citeshttps://doi.org/10.1190/geo2020-0094.1openalex-snapshot
A one-step Bayesian inversion framework for 3D reservoir characterization based on a Gaussian mixture model — A Norwegian Sea demonstration
inferred← citeshttps://doi.org/10.1190/geo2022-0352.1openalex-snapshot
Iterative geostatistical seismic inversion with rock-physics constraints for permeability prediction
inferred← citeshttps://doi.org/10.1190/geo2024-0800openalex-snapshot
Seismic lithofacies prediction via deep learning with prior geological constraints
inferred← citeshttps://doi.org/10.1190/segam2019-3214255.1openalex-snapshot
Log-facies classification using expectation-maximization
inferred← citeshttps://doi.org/10.1306/05091918122openalex-snapshot
Geostatistical Earth modeling of cyclic depositional facies and diagenesis
inferred← citeshttps://doi.org/10.1306/2f91942c-16ce-11d7-8645000102c1865dopenalex-snapshot
Depositional Framework of Sandy Mid-Fan Complexes of Tourelle Formation, Ordovician, Quebec
inferred← citeshttps://doi.org/10.1306/94885660-1704-11d7-8645000102c1865dopenalex-snapshot
Model for Sandstone-Carbonate “Cyclothems” Based on Upper Member of Morgan Formation (Middle Pennsylvanian) of Northern Utah and Colorado: Discussion
inferred← citeshttps://doi.org/10.1306/c1ea55d5-16c9-11d7-8645000102c1865dopenalex-snapshot
Depositional Environments of Fort Union Sediments (Tertiary, Northwest Colorado) and Their Relation to Coal
inferred← citeshttps://doi.org/10.14295/ras.v31i4.28860openalex-snapshot
Transporte de solutos em diferentes cenários geológicos gerados por modelos estocásticos de cadeias de Markov
inferred← citeshttps://doi.org/10.1660/062.119.0206openalex-snapshot
A Gallium Anomaly Utilized in Palaeogeographic Reconstruction of Battle Mountain, Rappahannock County, Virginia
inferred← citeshttps://doi.org/10.17771/pucrio.acad.36004openalex-snapshot
SEISMIC TO FACIES INVERSION USING CONVOLVED HIDDEN MARKOV MODEL
inferred← citeshttps://doi.org/10.17794/rgn.2021.2.8openalex-snapshot
DRILL BIT SELECTION IN A FORMATION WITH DIFFERENT SEDIMENTARY FACIES USING THE MARKOV CHAIN: A CASE STUDY AT ONE OF THE OIL FIELDS IN THE SOUTH OF IRAN
inferred← citeshttps://doi.org/10.18187/pjsor.v15i3.2436openalex-snapshot
Testing The Order of Markov Dependence in Error Data of IEEE802.11a Standard
inferred← citeshttps://doi.org/10.2110/jsr.2011.21openalex-snapshot
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inferred← citeshttps://doi.org/10.2110/jsr.2012.23openalex-snapshot
Vertical-To-Lateral Transitions Among Cretaceous Carbonate Facies—A Means To 3-D Framework Construction Via Markov Analysis
inferred← citeshttps://doi.org/10.2110/jsr.2016.51openalex-snapshot
The Control Of Terminal-Splay Sedimentation On Depositional Patterns and Stratigraphic Evolution In Avulsion-Dominated, Unconfined, Deep-Marine Basin-Floor Systems
inferred← citeshttps://doi.org/10.2110/jsr.2025.115openalex-snapshot
Order, disorder, alternations, and cycles: robust analysis of patterns in vertical facies successions using a moving-window method
inferred← citeshttps://doi.org/10.2110/sepmcheg.01.147openalex-snapshot
Conditional Simulation of Hydrofacies Architecture
inferred← citeshttps://doi.org/10.2139/ssrn.7327418openalex-snapshot
Geostatistical Characterization of Uncertainty in the Mineralogy of Crystalline Rocks
inferred← citeshttps://doi.org/10.2139/ssrn.7459752openalex-snapshot
Iterative Bayesian Learning of Borehole Data for 3D High-fidelity Subsurface Stratigraphic Modelling Using Multi-scale Voronoi Tessellation
inferred← citeshttps://doi.org/10.22541/essoar.172537527.72486033/v1openalex-snapshot
A Novel 3D Lithofacies Characterization Method Using Transition Probabilities and Manifold Embedding for Nonstationary Fields
inferred← citeshttps://doi.org/10.31223/osf.io/h8swvopenalex-snapshot
Geostatistical Earth Modelling of Cyclic Depositional Facies and Diagenesis
inferred← citeshttps://doi.org/10.3126/jngs.v40i0.23593openalex-snapshot
Application of Markov chain analysis to a fining-upward fluvial succession of the Early Permian Warchha Sandstone, Salt Range, Pakistan
inferred← citeshttps://doi.org/10.3389/feart.2020.565707openalex-snapshot
Integration of Soft Data Into Geostatistical Simulation of Categorical Variables
inferred← citeshttps://doi.org/10.3390/geosciences12050194openalex-snapshot
Characterizing a Wedged Chalk Prospect in the Danish Central Graben Using Direct Probabilistic Inversion
inferred← citeshttps://doi.org/10.36956/rwae.v5i1.1004openalex-snapshot
Predicting the Value of Agricultural GDP in Iraq for the Period 2019—2030 by Applying the Markov Transition Matrix
inferred← citeshttps://doi.org/10.48198//njpas/24.a06openalex-snapshot
Application of Markov Chain Stochastic Model to Lithofacies Analysis: A Case Study of Outcropping Rocks of the Lokoja Formation - Southern Bida Basin, Nigeria
inferred← citeshttps://doi.org/10.5194/hess-18-2907-2014openalex-snapshot
Challenges in conditioning a stochastic geological model of a heterogeneous glacial aquifer to a comprehensive soft data set
inferred← citeshttps://doi.org/10.5194/hgss-13-39-2022openalex-snapshot
Cyclicity in Earth sciences, quo vadis? Essay on cycle concepts in geological thinking and their historical influence on stratigraphic practices
inferred← citeshttps://doi.org/10.5555/564124.564347openalex-snapshot
Design, development and application of soil transition algorithms for tunneling using special purpose simulation
inferred← citeshttps://doi.org/10.5772/intechopen.114883openalex-snapshot
Conditional Simulation of Hydrofacies Architecture: A Transition Probability Approach
inferred← citeshttps://doi.org/10.9719/eeg.2013.46.4.313openalex-snapshot
A Characterization of Oil Sand Reservoir and Selections of Optimal SAGD Locations Based on Stochastic Geostatistical Predictions
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