Tapan Mukerji
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Earth Sciences Physics
Tapan Mukerji's Degrees
- PhD Geophysics Stanford University
- Masters Geophysics Stanford University
- Bachelors Physics University of California, Berkeley
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(Suggest an Edit or Addition)Tapan Mukerji's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- The Rock Physics Handbook: Tools for Seismic Analysis of Porous Media (1998) (2485)
- The Rock Physics Handbook by Gary Mavko (2009) (1794)
- Quantitative Seismic Interpretation: Applying Rock Physics Tools to Reduce Interpretation Risk (2005) (678)
- Digital rock physics benchmarks - Part I: Imaging and segmentation (2013) (457)
- Digital rock physics benchmarks - part II: Computing effective properties (2013) (426)
- Seismic inversion for reservoir properties combining statistical rock physics and geostatistics: A review (2010) (336)
- Bounds on low‐frequency seismic velocities in partially saturated rocks (1998) (255)
- The Rock Physics Handbook (2020) (254)
- Quantitative Seismic Interpretation (2005) (226)
- Mapping lithofacies and pore‐fluid probabilities in a North Sea reservoir: Seismic inversions and statistical rock physics (2001) (218)
- Convolutional neural network for seismic impedance inversion (2018) (188)
- Predicting stress-induced velocity anisotropy in rocks (1995) (158)
- Seismic pore space compressibility and Gassmann's relation (1995) (155)
- Stochastic reservoir characterization using prestack seismic data (2004) (142)
- Geological realism in hydrogeological and geophysical inverse modeling: A review (2015) (137)
- Rock-physics diagnostics of depositional texture, diagenetic alterations, and reservoir heterogeneity in high-porosity siliciclastic sediments and rocks — A review of selected models and suggested work flows (2010) (134)
- Permeability prediction from thin sections: 3D reconstruction and Lattice‐Boltzmann flow simulation (2004) (131)
- Statistical rock physics: Combining rock physics, information theory, and geostatistics to reduce uncertainty in seismic reservoir characterization (2001) (126)
- Seismic inversion combining rock physics and multiple-point geostatistics (2008) (123)
- Pore fluid effects on seismic velocity in anisotropic rocks (1994) (109)
- Seismic reservoir mapping from 3-D AVO in a North Sea turbidite system (2001) (103)
- Scale effects on velocity dispersion: From ray to effective medium theories in stratified media (1994) (101)
- Fluid substitution: Estimating changes in VP without knowing VS (1995) (95)
- Scale-dependent seismic velocity in heterogeneous media (1995) (90)
- Improving curvature analyses of deformed horizons using scale-dependent filtering techniques (2003) (88)
- Stochastic inversion of facies from seismic data based on sequential simulations and probability perturbation method (2012) (86)
- Quantitative Seismic Interpretation by Per Avseth (2005) (86)
- Differential effective medium modeling of rock elastic moduli with critical porosity constraints (1995) (86)
- Computational rock physics at the pore scale: Transport properties and diagenesis in realistic pore geometries (2001) (77)
- Emerging methodologies to characterize the rock physics properties of organic-rich shales (2008) (72)
- Estimation of Geological Attributes from a Well Log: An Application of Hidden Markov Chains (2004) (65)
- Value of Information in the Earth Sciences: Integrating Spatial Modeling and Decision Analysis (2016) (65)
- Prestack and poststack inversion using a physics-guided convolutional neural network (2019) (64)
- A rock physics strategy for quantifying uncertainty in common hydrocarbon indicators (1998) (63)
- The Value of Information in Spatial Decision Making (2010) (60)
- Constraints on velocity‐depth trends from rock physics models (2007) (53)
- Quantitative log interpretation and uncertainty propagation of petrophysical properties and facies classification from rock-physics modeling and formation evaluation analysis (2012) (51)
- Reservoir characterization and inversion uncertainty via a family of particle swarm optimizers (2012) (50)
- Quantitative Seismic Interpretation: Preface (2005) (49)
- Permeability characterization of natural compaction bands using core flooding experiments and three-dimensional image-based analysis: Comparing and contrasting the results from two different methods (2015) (49)
- Seismic Lithofacies Classification From Well Logs Using Statistical Rock Physics (2002) (49)
- Derivative-Free Optimization for Oil Field Operations (2011) (49)
- A generalized classical nucleation theory for rough interfaces: application in the analysis of homogeneous nucleation in silicate liquids (1999) (45)
- Model‐based shear‐wave velocity estimation versus empirical regressions (1999) (44)
- Improved granular medium model for unconsolidated sands using coordination number, porosity, and pressure relations (2010) (42)
- Value of information of seismic amplitude and CSEM resistivity (2008) (41)
- Compaction trends for shale and clean sandstone in shallow sediments, Gulf of Mexico (2009) (39)
- SEISMIC DETECTION AND ESTIMATION OF OVERPRESSURES Part I : the Rock Physics Basis (37)
- Scalable uncertainty estimation for nonlinear inverse problems using parameter reduction, constraint mapping, and geometric sampling: Marine controlled-source electromagnetic examples (2011) (36)
- Bayesian inversion of time‐lapse seismic data for the estimation of static reservoir properties and dynamic property changes (2015) (36)
- Near and far offset impedances: Seismic attributes for identifying lithofacies and pore fluids (1998) (36)
- Geostatistical integration of rock physics, seismic amplitudes, and geologic models in North Sea turbidite systems (2001) (35)
- A derivative-free approach for the estimation of porosity and permeability using time-lapse seismic and production data (2010) (35)
- Velocity dispersion and upscaling in a laboratory‐simulated VSP (1996) (35)
- Fast 3D ultra shallow seismic reflection imaging using portable geophone mount (2001) (32)
- Revisiting the use of seismic attributes as soft data for subseismic facies prediction Proportions versus probabilities (2009) (32)
- Probabilistic falsification of prior geologic uncertainty with seismic amplitude data: Application to a turbidite reservoir case (2015) (30)
- Rock Physics And Seismic Properties of Sands And Shales As a Function of Burial Depth (2001) (30)
- Applying statistical rock physics and seismic inversions to map lithofacies and pore fluid probabilities in a North Sea reservoir. (1998) (30)
- Seismic reservoir prediction using Bayesian integration of rock physics and Markov random fields: A North Sea example (2002) (29)
- Permeability And Relative Permeability From Digital Rocks: Issues On Grid Resolution And Representative Elementary Volume (2004) (29)
- Near and far offset P-to-S elastic impedance for discriminating fizz water from commercial gas (2003) (29)
- Petrophysical properties prediction from prestack seismic data using convolutional neural networks (2020) (28)
- Geological Facies modeling based on progressive growing of generative adversarial networks (GANs) (2020) (28)
- Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques (2010) (28)
- Peak morphological diversity in an ecotone unveiled in the chukar partridge by a novel Estimator in a Dependent Sample (EDS) (2002) (27)
- Elastic behaviour of North Sea chalk: A well‐log study (2007) (27)
- A Methodology for Establishing a Data Reliability Measure for Value of Spatial Information Problems (2011) (27)
- SEISMIC DETECTION AND ESTIMATION OF OVERPRESSURES Part II : Field Applications (26)
- GANSim: Conditional Facies Simulation Using an Improved Progressive Growing of Generative Adversarial Networks (GANs) (2020) (26)
- Vp‐Vs relationship and amplitude variation with offset modelling of glauconitic greensand‡ (2012) (26)
- Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques (2011) (25)
- Rock physics and AVO analysis for lithofacies and pore fluid prediction in a North Sea oil field (2001) (25)
- Reservoir monitoring; a multidisciplinary feasibility study (1998) (25)
- Computational estimation of compaction band permeability in sandstone (2006) (25)
- The Value of Information in Portfolio Problems with Dependent Projects (2013) (25)
- Quantifying subresolution saturation scales from time‐lapse seismic data: A reservoir monitoring case study (2003) (23)
- On microscale heterogeneity in granular media and its impact on elastic property estimation (2016) (23)
- Building Bayesian networks from basin-modelling scenarios for improved geological decision making (2013) (23)
- Geostatistical Integration Of Rock Physics, Seismic Amplitudes And Geological Models In North-Sea Turbidite Systems (2001) (23)
- The Influence of Convex Particles' Irregular Shape and Varying Size on Porosity, Permeability, and Elastic Bulk Modulus of Granular Porous Media: Insights From Numerical Simulations (2018) (22)
- Real-Time Well Log Prediction From Drilling Data Using Deep Learning (2020) (22)
- Cross-property rock physics relations for estimating low-frequency seismic impedance trends from electromagnetic resistivity data (2009) (21)
- Petrophysical properties prediction from pre-stack seismic data using convolutional neural networks (2019) (21)
- Portable dense geophone array for shallow and very shallow 3D seismic reflection surveying: Part 1—Data acquisition, quality control, and processing (2004) (20)
- Rock physics model of glauconitic greensand from the North Sea (2011) (20)
- How to design a powerful family of particle swarm optimizers for inverse modelling (2012) (20)
- Accounting for subsurface uncertainty in enhanced geothermal systems to make more robust techno-economic decisions (2019) (20)
- Statistical discrimination of lithofacies from pre-stack seismic data constrained by well log rock physics: Application to a North Sea turbidite system. (1998) (20)
- In situ identification of high vertical stress areas in an underground coal mine panel using seismic refraction tomography (2015) (19)
- Estimating Brown-Korringa constants for fluid substitution in multimineralic rocks (2013) (19)
- Seismic Detection of Pore Fluids: Pitfalls of Ignoring Anisotropy (2000) (19)
- Scales of Reservoir Heterogeneities and Impact of Seismic Resolution on Geostatistical Integration (1997) (19)
- Sensitivity Analysis for Joint Inversion of Production and Time-Lapse Seismic Data of Norne Field (2012) (19)
- Comparison of the Krief and critical porosity models for prediction of porosity and VP/VS (1998) (18)
- Sequential Simulations of Mixed Discrete-Continuous Properties: Sequential Gaussian Mixture Simulation (2012) (18)
- Scale effects of velocity dispersion and attenuation (Q−1) in layered viscoelastic medium (2019) (18)
- Image Analysis And Pattern Recognition For Porosity Estimation From Thin Sections (2006) (18)
- Acoustic Signatures, Impedance Microstructure, Textural Scales, and Anisotropy of Kerogen-Rich Shales (2009) (17)
- A methodology for quantifying the value of spatial information for dynamic Earth problems (2013) (17)
- How computational rock-physics tools can be used to simulate geologic processes, understand pore-scale heterogeneity, and refine theoretical models (2014) (17)
- Point-Cloud Deep Learning of Porous Media for Permeability Prediction (2021) (16)
- A Strategy to Select Optimal Seismic Attributes For Reservoir Property Estimation: Application of Information Theory (1999) (16)
- Approximate Bayesian inference of seismic velocity and pore-pressure uncertainty with basin modeling, rock physics, and imaging constraints (2019) (16)
- Integrating basin modeling with seismic technology and rock physics (2016) (16)
- Seismic Bayesian evidential learning: estimation and uncertainty quantification of sub-resolution reservoir properties (2019) (15)
- Seismic Reservoir Modeling (14)
- Rock physics guided velocity model building (2018) (13)
- Bayesian Optimized Monte Carlo Planning (2020) (13)
- Effect of compaction and Smectite-Illite transition on velocity anisotropy (2017) (13)
- Reservoir Monitoring: A Multi-disciplinary Feasibility Study (1996) (13)
- Correlating geologic and seismic data with unconventional resource production curves using machine learning (2018) (13)
- Scale effects on dynamic wave propagation in heterogeneous media (1995) (13)
- A Robust Scheme for Spatio-Temporal Inverse Modeling of Oil Reservoirs (2009) (13)
- Sensitivity study of rock-physics parameters for modeling time-lapse seismic response of Norne field (2013) (12)
- Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries (2022) (12)
- A Fast Approximation for Seismic Inverse Modeling: Adaptive Spatial Resampling (2017) (12)
- Simulation–Regression Approximations for Value of Information Analysis of Geophysical Data (2017) (12)
- Particula: A simulator tool for computational rock physics of granular media (2019) (12)
- Bridging the Gap Between Geophysics and Geology With Generative Adversarial Networks (2021) (12)
- Scale Matching with Factorial Kriging for Improved Porosity Estimation from Seismic Data (1999) (11)
- Analysis of Microstructural Textures And Wave Propagation Characteristics In Shales (2003) (11)
- Quantitative Seismic Interpretation: Common techniques for quantitative seismic interpretation (2005) (11)
- Far Offset P-to-S "elastic Impedance" For Lithology And Partial Gas Saturation (fizz Water) Identification: Applications With Well Logs. (2003) (11)
- Pre-stack inversion using a physics-guided convolutional neural network (2019) (11)
- Using Kernel Principal Component Analysis to Interpret Seismic Signatures of Thin Shaly-Sand Reservoirs (2012) (11)
- Mechanical trapping of particles in granular media. (2018) (10)
- Value of information analysis for subsurface energy resources applications (2019) (10)
- Velocity Shift In Heterogeneous Media With Anisotropic Spatial Correlation. (1997) (10)
- A molecular dynamics simulation study of ionic diffusion and NMR spin–lattice relaxation in Li2Si4O9 glass (2001) (10)
- Geomodeling Using Generative Adversarial Networks and a Database of Satellite Imagery of Modern River Deltas (2019) (10)
- The Rock Physics Handbook: Seismic wave propagation (2009) (10)
- The Stanford VIE Reservoir : A Synthetic Data Set for Joint Seismic-EM Time-lapse Monitoring Algorithms (2012) (10)
- Robust scheme for inversion of seismic and production data for reservoir facies modeling (2009) (10)
- Value of information analysis and Bayesian inversion for closed skew-normal distributions: Applications to seismic amplitude variation with offset data (2014) (9)
- Diffusion and viscosity in silicate liquids: Percolation and effective medium theories (1997) (9)
- Joint Inversion of Time-Lapse Seismic And Production Data For Norne Field (2011) (9)
- Portable dense geophone array for shallow and very shallow 3D seismic reflection surveying–Part 2: 3D imaging tests (2004) (9)
- Comparative analysis of the solution of linear continuous inverse problems using different basis expansions (2015) (8)
- Numerical simulation of coupled fluid-solid interaction at the pore scale: A digital rock-physics technology (2019) (8)
- Fluid substitution in multimineralic rocks with large mineral stiffness contrast (2015) (8)
- Particle Swarm Optimization in High Dimensional Spaces (2010) (8)
- The effect of texture and porosity on seismic reflection amplitude in granular sediments: Theory and examples from a high-resolution shallow seismic experiment (2004) (8)
- Seismic estimation of reservoir properties with Bayesian evidential analysis (2018) (7)
- Change in effective bulk modulus upon fluid or solid substitution (2013) (7)
- Point-charge calculation of quadrupolar parameters for bridging oxygen sites in vitreous silica: Structural implications (2005) (7)
- Retrospective Optimization of Well Controls Under Uncertainty Using Kernel Clustering (2012) (6)
- Thermal maturation effects on the elastic properties of organic-rich mudrocks (2017) (6)
- Generalized sensitivity analysis study in basin and petroleum system modeling, case study on Piceance Basin, Colorado (2017) (6)
- Simulation of Fluvial Patterns With GANs Trained on a Data Set of Satellite Imagery (2021) (6)
- Waves and scales in heterogeneous rocks (1995) (6)
- Improving Water Saturation Prediction With 4D Seismic (2005) (6)
- Fluid substitution studies for North Sea chalk logging data (2002) (6)
- Rock physics modeling constrained by sequence stratigraphy (2007) (6)
- Statistical models and methods (2015) (5)
- A Graph-Theoretic Monte Carlo Framework for Comparing Delta Surface Dynamics and Subsurface Structure in Numerical Models and Physical Experiments (2021) (5)
- PREDICTION OF SPATIAL PATTERNS OF SATURATION TIME-LAPSE FROM TIME-LAPSE SEISMIC (2005) (5)
- Improved POMDP Tree Search Planning with Prioritized Action Branching (2020) (5)
- Estimating Low Frequency Seismic Impedance From CSEM Resistivity Using Cross-property Rock Physics Relations (2008) (5)
- Quantitative Seismic Interpretation: Introduction to rock physics (2005) (5)
- Attenuation and velocity dispersion modeling of bitumen saturated sand (2006) (5)
- Potential energy landscape of Li+ ions in lithium silicate glasses: Implications on ionic transport (2005) (5)
- Image Processing of Acoustic Microscopy Data to Estimate Textural Scales and Anistropy in Shales (2007) (5)
- Value of information of time-lapse seismic data by simulation-regression: comparison with double-loop Monte Carlo (2019) (5)
- Multiphysics borehole geophysical measurements, formation evaluation, petrophysics, and rock physics — Introduction (2012) (5)
- Inferring the statistical distribution of velocity heterogeneities by statistical traveltime tomography (2003) (5)
- Constraining basin thermal history and petroleum generation using palaeoclimate data in the Piceance Basin, Colorado (2017) (5)
- Effect of rock physics modeling in impedance inversion from seismic data using convolutional neural network (2019) (5)
- Sequential Bayesian Gaussian Mixture Linear Inversion of Seismic Data for Elastic and Reservoir Properties Estimation (2012) (5)
- Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet (2022) (4)
- Rock physics and multiple-point geostatistics for seismic inversion (2006) (4)
- How Does Carbonate Cementation In Sandstones Affect Seismic Response (2008) (4)
- Probabilistic inversion of seismic data for reservoir petrophysical characterization: Review and examples (2022) (4)
- Poromechanics Investigation at Pore-scale Using Digital Rock Physics Laboratory (2011) (4)
- Inverse Problems and Model Reduction Techniques (2010) (4)
- Quantitative Seismic Interpretation: References (2005) (4)
- The flaw of averages and the pitfalls of ignoring variablity in attribute interpretations (2008) (4)
- Rock Physics Analysis And Fracture Modeling of the San Andres Reservoir, Yates Field (2001) (4)
- Using influence diagrams to analyze decisions in 4D seismic reservoir monitoring (2006) (4)
- Bridging the gap between geophysics and geology with Generative Adversarial Networks (GANs) (2020) (4)
- Investigating Thomas‐Stieber model for property estimation of thin‐bedded shaly‐sand reservoirs (2009) (4)
- Multiscale Fusion of Digital Rock Images Based on Deep Generative Adversarial Networks (2022) (4)
- A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California (2020) (4)
- Simple Zonation and Principal Component Analysis for Speeding Up Porosity and Permeability Estimation from 4D Seismic and Production Data (2009) (4)
- Reservoir quality prediction by integrating sequence stratigraphy and rock physics (2006) (4)
- Flow and Diffusion (2009) (4)
- Quantitative evaluation of the roles of ocean chemistry and climate on ooid size across the Phanerozoic: Global versus local controls (2022) (4)
- Facies Classification Using P-to-P And P-to-S AVO Attributes (2000) (4)
- Adaptive Spatial Resampling Applied to Seismic Inverse Modeling (2012) (3)
- Quantifying Spatial Trend of Sediment Parameters In Channelized Turbidite, West Africa (2007) (3)
- Numerical simulation of coupled fluid-solid interaction at the pore scale: A Digital Rock Physics Technology (2018) (3)
- Granular Dynamics Simulation For Estimating Elastic Properties of Loose Unconsolidated Frictional Packs (2008) (3)
- Combining seismic reservoir characterization workflows with basin modeling in the deepwater Gulf of Mexico Mississippi Canyon area (2018) (3)
- Iterative Spatial Resampling Applied to Seismic Inverse Modeling For Lithofacies Prediction (2011) (3)
- Quantitative Analysis of Geopressure for Geoscientists and Engineers (2021) (3)
- Integrating statistical rock physics and pressure and thermal history modeling to map reservoir lithofacies in the deepwater Gulf of Mexico (2017) (3)
- Efficient parallel implementation of two‐phase Lattice‐Boltzmann flow simulation (2002) (3)
- Elastic Anisotropy, Maturity, And Maceral Microstructure In Organic-Rich Shales (2008) (3)
- Hidden Markov Chains for Identifying Geological Features from Seismic Data (2005) (3)
- Statistical Rock Physics and Monte Carlo Simulation of Seismic Attributes for Greensand (2011) (3)
- GANSim‐3D for Conditional Geomodeling: Theory and Field Application (2021) (3)
- Uncertainties In Rock Pore Compressibility And Effects On Time Lapse Seismic Modeling - An Application to Norne Field (2009) (3)
- The Rock Physics Handbook: Basic tools (2009) (3)
- Compact models for adaptive sampling in marine robotics (2020) (3)
- Acoustic Signatures and Impedance Microstructure , Textural Scales , and Anisotropy of Kerogen-Rich Shale (2008) (3)
- Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces (2010) (3)
- The influence of resolution on scale-dependent clustering in fracture spacing data (2016) (3)
- Understanding amplitude anomalies and pitfalls in offshore Venezuela: Quantifying the effects of geologic heterogeneities using statistical rock physics (2002) (3)
- Seismic Inversion Using Low-Frequency Seismic Impedance Trend Computed From CSEM Data. (2009) (3)
- A correlation radius estimate between in-panel faults and high-stress areas using Monte Carlo simulation and point process statistics (2017) (3)
- The Flaw of Averages And the Pitfalls of Ignoring Variability In Rock Physics Interpretation (2005) (3)
- Scale-dependent Dynamic Wave Propagation In Heterogeneous Media: I. Experiments (1994) (3)
- Basin and Petroleum System Modeling (BPSM) Industrial Affiliates Program at Stanford University (2009) (3)
- ChatGPT for Programming Numerical Methods (2023) (3)
- AVO Signatures of Eastern Venezuela Gas Sands: Feasibility And Uncertainty Estimation. (2001) (3)
- Seismic , rock physics , spatial models , and their integration in reservoir geophysics (3)
- CONSTRUCTION OF HYBRID GEOSTATISTICAL MODELS COMBINING SURFACE BASED METHODS WITH OBJECT-BASED SIMULATION : USE OF FLOW DIRECTION AND DRAINAGE AREA (2009) (3)
- 22. Analysis of 3D High-Resolution Seismic Reflection and Crosswell Radar Tomography for Aquifer Characterization: A Case Study (2005) (3)
- Vp-Vs Relationship of Glauconitic Greensand (2010) (3)
- Traditional Feature Based vs Direct Machine Learning Based AVO Classification (2019) (3)
- Efficacy of Information in Mineral Exploration Drilling (2022) (3)
- Role of Contact Heterogeneities On Macroscopic Elastic Properties of Granular Media (2010) (2)
- Effect of diagenesis on Elastic and Transport Properties using Computational Rock Physics in realistic pore microstructure (2009) (2)
- Integrating Time-lapse Seismic And Flow Simulation to Map Saturation Changes: A Reservoir Monitoring Case Study (2000) (2)
- Introduction to this special section: Uncertainty assessment (2015) (2)
- Regularized sparse‐grid geometric sampling for uncertainty analysis in non‐linear inverse problems (2016) (2)
- The Rock Physics Handbook: Preface (2009) (2)
- Bulk modulus for fluid-saturated rocks at high frequency: modification of squirt flow model proposed by Mavko & Jizba (2021) (2)
- Seismic inversion for reservoir facies under geologically realistic prior uncertainty with 3D convolutional neural networks (2020) (2)
- Effect of Thin-layering On Seismic Reflectivity: Estimation of Sand/shale Ratio Using Stochastic Simulation And Bayes' Inversion (1999) (2)
- Construction of Hybrid Geostatistical Models Combining Surface Based Methods with Multiple-point Geostatistics : Use of Flow Direction and Drainage Area (2009) (2)
- Sensitivity Study of Rock Physics Parameters for Modeling Time-Lapse Seismic Signature of Norne Field (2012) (2)
- Bayesian linearized inversion of aspect ratio and fracture density based on seismic inversion (2021) (2)
- Scale effects on velocity dispersion and attenuation (Q-1) in layered viscoelastic medium (2017) (2)
- Establishing spatial pattern correlation for interpreting time lapse seismic amplitudes (2004) (2)
- Scale-dependent Dynamic Wave Propagation In Heterogeneous Media: II. Theory (1994) (2)
- Statistical modeling of seismic reflectivities comparing Lévy stable and Gaussian mixture distributions (2009) (2)
- Rock Physics Diagnostic And Modeling of P-P And P-S Seismic Attributes In the Alba Field (2000) (2)
- Geostatistical Cosimulation And Downscaling Conditioned to Block Data: Application to Integrating VSP, Travel-Time Tomography, And Well Data (2006) (2)
- Statistical integration of time-lapse seismic and electromagnetic data with a PDF upscaling method using multi-point geostatistics (2013) (2)
- Probabilistic Evaluation of Geoscientific Hypotheses With Geophysical Data: Application to Electrical Resistivity Imaging of a Fractured Bedrock Zone (2021) (2)
- Digital rocks with irregularly shaped grains: A simulator tool for computational rock physics (2018) (2)
- Stochastic inversion of gravity, magnetic, tracer, lithology, and fault data for geologically realistic structural models: Patua Geothermal Field case study (2021) (2)
- Duration and Intensity of End‐Permian Marine Anoxia (2021) (2)
- Introduction to special section: Pattern recognition and machine learning (2015) (2)
- Role of Micro-heterogeneities On Fabric, Stress, And Elastic Anisotropy In Granular Media (2011) (2)
- What Are the Challenges in Developing Enhanced Geothermal Systems (EGS)? Observations from 64 EGS Sites (2020) (2)
- Computational rock physics : Lattice-Boltzmann fluid flow simulation in porous media and its applications (2003) (2)
- Statistical Rock Physics for Seismic Reservoir Characterization (2004) (2)
- Analysis of Spatially Distributed Fracture Attributes: Normalized Lacunarity Ratio (2021) (2)
- 3D Seismic Imaging of Near Surface Buried Pipe Via Pre-Stack Dynamic Focusing and a Portable Geophone Array (2001) (2)
- Linking Basin Modeling with Seismic Attributes through Rock Physics (2014) (2)
- Relative Permeability Simulation using the Two-phase Lattice-Boltzmann Method (2004) (2)
- Building Bayesian networks from basin modeling (2012) (2)
- Application of Bayesian Generative Adversarial Networks to Geological Facies Modeling (2022) (2)
- Avo Analysis Of Shallow Seismic Data: Feasibility And Analysis Of 2D And 3D Ultra Shallow Reflections (2001) (2)
- Scalable Nonlinear Inverse Uncertainty Estimation Using Model Reduction, Constraint Mapping, And Sparse Geometric Sampling (2010) (2)
- Static and dynamic effective moduli of elastic-perfectly plastic granular aggregates under normal compression (2019) (2)
- Sequential Value of Information for Subsurface Exploration Drilling (2022) (2)
- Modeling Geological Scenario Uncertainty from Seismic Data Using Pattern Similarity (2014) (2)
- Value of Information Analysis and Bayesian Inversion for Closed Skew-Normal Distributions : Applications to Seismic Amplitude Versus Offset Data (2013) (2)
- Lithofacies-dependent rock physics templates of an unconventional shale reservoir on the North Slope, Alaska (2020) (2)
- Two-phase Flow in Complex Porous Media using Lattice-Boltzmann Method (2001) (2)
- The Rock Physics Handbook: Effective elastic media: bounds and mixing laws (2009) (2)
- Integrating Geostatistical Modeling with Machine Learning for Production Forecast in Shale Reservoirs: Case Study from Eagle Ford (2019) (2)
- Integrating Statistical Rock Physics and Sedimentology for Quantitative Seismic Interpretation (2013) (1)
- Efficient Nonlinear Inverse Uncertainty Computation Using Parameter Reduction , Constraint Mapping , and Very Sparse Posterior Sampling (2010) (1)
- Integrating Seismic Lithofacies Prediction And Depositional Geometry Analysis For Reservoir Delineation In a North Sea Turbidite Field (1999) (1)
- Linking Geostatistics with Basin and Petroleum System Modeling: Assessment of Spatial Uncertainties and Comparison with Traditional Uncertainty Studies (2010) (1)
- Predicting Sorting And Sand/shale Ratio From Seismic Attributes By Integrating Sequence stratigraphy And Rock Physics (2010) (1)
- Basic Pressure Concepts and Definitions (2021) (1)
- Stochastic Structural Modeling of a Geothermal Field: Patua Geothermal Field Case Study (2020) (1)
- Borehole Geophysics and Rock Properties: Rock-physics diagnostics of depositional texture, diagenetic alterations, and reservoir heterogeneity in high-porosity siliciclastic sediments and rocks — A review of selected models and suggested work flows (2010) (1)
- Exploring Direct Sampling and Iterative Spatial Resampling in History Matching (2010) (1)
- Seismic Attributes and Property Estimation of Thin Sub-Resolution Sand-Shale Reservoirs (2010) (1)
- P-487 A family of particle swarm optimizers for reservoir characterization and seismic history matching (2012) (1)
- Probabilistic Particle Swarm Optimization for Discrete Parameters (Pro-DPSO) Hybridized With Multi-Point Geostatistics: A New Stochastic Algorithm for Complex Geological Models (2015) (1)
- Joint estimation of rock properties and dynamic property changes from time-lapse seismic data (2013) (1)
- Value of information analysis of geophysical data for drilling decisions (2015) (1)
- Evaluation of Stress Concentration in a Coal Mine Panel Using Seismic Data (2014) (1)
- Pore Fluid Effects On Seismic Anisotropy (1992) (1)
- Impact of Seismic Resolution On Geostatistical Integration Techniques (1995) (1)
- GANSim-3 D for conditional geomodelling : theory and field application 1 2 (2021) (1)
- Estimating the Value of Information In Spatial Decision Making For Reservoir Development (2007) (1)
- Computation of effective elastic moduli of rocks using hierarchical homogenization (2022) (1)
- Quantitative Seismic Interpretation: Rock physics interpretation of texture, lithology and compaction (2005) (1)
- Single Loop Inversion of Facies From Seismic Data Using Sequential Simulations And Probability Perturbation Method (2011) (1)
- Predicting Off‐Fault Deformation from Experimental Strike‐slip Fault images using Convolutional Neural Networks (2022) (1)
- Seismic Inversion Using Multi-Point Geostatistics and Rock Physics (2007) (1)
- Prediction of Off-Fault Deformation from Experimental Strike-slip Fault Structures using the Convolutional Neural Networks (2021) (1)
- Seismic Fracture Characterization Using Statistical Rock Physics: James Lime Reservoir, Neuville Field (2002) (1)
- Stratification In Loose Sediments And Its Seismic Signature (2003) (1)
- Value of Information Analysis of Geophysical Data for Spatial Decision Situations (2015) (1)
- Optimization of Enhanced Geothermal Systems under Geological and Reservoir Stimulation Uncertainty (2018) (1)
- Establishing Spatial Pattern Correlations Between Water Saturation Time-Lapse and Seismic Amplitude Time-Lapse (2005) (1)
- Estimating low frequency spatial trends for reservoir characterization using multiscale data and models (2009) (1)
- Machine Learning of Spatially Varying Decline Curves for the Duvernay Formation (2019) (1)
- Evaluating Stress Concentration Zones in a Coal Mine by Refraction Tomography: An In Situ Example From East China (2013) (1)
- EROSION IN SURFACE-BASED MODELING USING TANK EXPERIMENT AS ANALOG (2012) (1)
- Permeability Prediction From Thin Sections Using the Lattice-Boltzmann Flow Simulation (2003) (1)
- Bayesian inversion of time-lapse seismic data for porosity , pressure and saturation changes (2013) (1)
- Seismic Time Lapse Indicators to Spot Discrepancies and Improve Reservoir Models (2005) (1)
- Calculation of Scale-Dependent Curvatures of Geological Surfaces (2001) (1)
- Cost Effective Near Surface 3D Seismic Imaging In Heterogeneous Subsurface Using Portable Geophone Array And a Laptop (2001) (1)
- Vp− Vsrelations of sandstones and carbonates:Implications about the pore structure (2000) (1)
- Influence of pore fluid and frequency on elastic properties of greensand as interpreted using NMR data (2011) (1)
- Elasticity, Electrical Conductivity and Permeability in Digital Rocks: A Comparative Study Using Simpleware, NIST, Comsol Multiphysics and Lattice-Boltzmann Algorithms (2017) (1)
- Generation of multiple reservoir facies models from production and seismic data using multistart optimization technique (2011) (1)
- Assessing Uncertainty in Rock Physics Interpretations: The Pitfalls of Ignoring Variability (2006) (1)
- Seismic Signatures of Fractures in Bombay High Basement (2005) (1)
- Some formal aspects and examples of 3D near surface imaging with dense receiver array as an approximate acoustical lens (2002) (1)
- Uncertainties in rock properties and effects on seismic history matching (2008) (1)
- Finite element modeling of coupled fluid-solid interaction at the pore scale of digital rock samples (2019) (1)
- Optimal Frequency of Time-lapse Seismic Monitoring In Geological CO 2 Storage (2006) (1)
- Analyzing thresholds for 3D reconstruction of rock from CT‐scan images (2008) (1)
- UNCERTAINTIES IN ROCK PORE COMPRESSIBILITY AND EFFECTS ON SEISMIC HISTORY MATCHING A REPORT SUBMITTED TO THE DEPARTMENT OF PETROLEUM ENGINEERING OF STANFORD UNIVERSITY IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE (2009) (1)
- selected statistical models and sampling methods (2015) (1)
- A practical procedure for P‐to‐S “elastic” impedance (PSEI) inversion: Well log and synthetic seismic examples for identifying partial gas saturations (2004) (1)
- Chapter 2 Derivative-Free Optimization for Oil Field Operations (2011) (0)
- The Influence of Resolution on Scale-Dependent Clustering in Fracture Data* (2015) (0)
- Pore Pressure Prediction for a Paleozoic Marine Shale in South China (2019) (0)
- Characterization and Spatial Uncertainty Quantification for Unconventional Gas Resources in Piceance Basin, Colorado (2014) (0)
- Consistency and prior falsification of training data in seismic deep learning: Application to offshore deltaic reservoir characterization (2021) (0)
- Petrophysical inversion based on f-s-r AVO linearization and canonical correlation analysis (2022) (0)
- Permeability Estimation of Rocks with Fine-scale Heterogeneity: An Example of Compaction Bands in Aztec Sandstone (2006) (0)
- Effect of Rock Physics Uncertainties on Reservoir Flow Simulations (2017) (0)
- Seismic Methods to Predict and Detect Geopressure (2021) (0)
- Do the Seismic Velocities Depend from Time-Temperature Index?* (2008) (0)
- RULE-BASED RESERVOIR MODELING BY INTEGRATION OF MULTIPLE INFORMATION SOURCES : LEARNING TIME-VARYING GEOLOGIC PROCESSES (2015) (0)
- Using multidimensional scaling and kernel principal component analysis to interpret seismic signatures of thin shaly-sand reservoirs (2012) (0)
- A Bayesian Approach to Uncertainty Quantification in Geophysical Basin Modeling (2019) (0)
- Distance Based Sensitivity Analysis for Joint Inversion of Time-Lapse Seismic and Production Data of Norne Field (2012) (0)
- Adaptive spatial resampling as a Markov chain Monte Carlo method for stochastic seismic reservoir characterization (2012) (0)
- Flow Properties of Compaction Bands in Sandstone : Stochastic 3D Reconstruction and Pore-scale Flow Simulation (2005) (0)
- Granular Dynamics Model to Study Elastic and Fabric Properties of Simulated Packs (2008) (0)
- Quantitative Seismic Interpretation: Hands-on (2005) (0)
- An experiment in forecasting with diabatic baroclinic model over India and neighbourhood (1975) (0)
- Integrating Structural Restorations into Basin and Petroleum System Modeling: A Study from the Gulf of Mexico (2019) (0)
- Introduction to special section: Rock properties from AVA/AVO analysis (2020) (0)
- Stochastic Seismic Inversion for Lithofacies using Rock Physics and Multiple-Point Geostatistics (2008) (0)
- Bayesian Networks to Reduce Uncertainty Using Well Data in 3D Model of the Jeanne d’Arc Basin (2020) (0)
- A Thermal-Maturation Dependent Elastic Rock Physics Template for Organic-Rich Mudrocks: Construction and Application (2020) (0)
- Quantitative Seismic Interpretation: Plate section (2005) (0)
- GANSim-surrogate: An integrated framework for conditional geomodelling and uncertainty analysis (2022) (0)
- Quantitative Seismic Interpretation: Statistical rock physics: Combining rock physics, information theory, and statistics to reduce uncertainty (2005) (0)
- Empirical Relations for Fluid (Brine, Oil, Gas) Properties (2021) (0)
- Bayesian Geophysical Basin Modeling with Seismic Kinematics Metrics to Quantify Uncertainty for Pore Pressure Prediction (2023) (0)
- Statistical Lobe Hierarchy Constraint in Surface-based Reservoir Modeling (2016) (0)
- Seismic Response of Carbonate Cemented Sandstones (2007) (0)
- Quantitative Seismic Interpretation Workflow for Sweet Spot Identification in Organic-Rich Mudrocks (2019) (0)
- A Benchmark Synthetic Dataset for Fractured Reservoir (2016) (0)
- Characterizing Connectivity in Heterogeneous Porous Media Using Graph Laplacians (2019) (0)
- Automatic processing of synoptic and upper air data (1975) (0)
- Data Resolution and Scale-dependent Fracture Clustering: Implications for Deformation Mechanisms (2015) (0)
- Curvelet transforms and filtering of seismic attributes for reservoir modeling (2009) (0)
- Exact and Approximate Solid Substitution Transforms (2012) (0)
- Integrating Seismic Imaging, Rock Physics, and Geopressure (2021) (0)
- What Earth Properties and Engineering Decisions Most Influence the Productivity of an Enhanced Geothermal System? (2019) (0)
- Impact of seismic resolution on geostatistical techniques (1995) (0)
- Sensitivity to Prior and Reliability Measurements for Value of Geophysical Information (2009) (0)
- Effect of Fluid on Seismic Anisotropy (2007) (0)
- Flow properties of compaction bands in sandstone: Permeability estimation using computational rock physics method (2006) (0)
- Value of information of time-lapse seismic data by simulation- regression: comparison with rigorous Monte Carlo (2020) (0)
- A Comparative Experiment on Heterogeneous Distributions of Stress Field for Underground Panels With Different Geological Setting in North China (2022) (0)
- Seismic Estimation of Sub-resolution Reservoir Properties with Bayesian Evidential Learning: Application to an Offshore Delta Case (2019) (0)
- Shaly Sand Rock Physics Models For Predicting Porosity From Ahead-of The-bit Seismic. (1997) (0)
- The Value of Seismic Amplitude Information (2007) (0)
- Assessing the Value of Information of Geophysical Data For Groundwater Management (2008) (0)
- Seismic properties of a Venezuelan heavy oil in water emulsion (1996) (0)
- Bayesian Networks for Decisions under Uncertainty in Basin Modeling (2018) (0)
- Dimensionless Coordinate Transformation of 1D Basin Modeling Equation (2021) (0)
- HIDDEN MARKOV CHAINS FOR IDENTIFYING GEOLOGIC FROM SEISMIC DATA (2005) (0)
- Determining Scale-dependent Patterns in Spatial and Temporal Datasets (2016) (0)
- Artifact In 3D Pore-microstructure From X-ray Tomogram And Its Impacts On Physical Property Simulations (2007) (0)
- Erosion In Surface-based Modeling Using Tank Experiment Data (2012) (0)
- Pore fluid effects on seismic velocity anisotropy (1992) (0)
- Geostatistical Travel-time Tomography Conditioned to Well Data (2008) (0)
- CHANGE IN EFFECTIVE ELASTIC PROPERTIES OF SOLID-FILLED POROUS MEDIA UPON SUBSTITUTION (2013) (0)
- A Strategy to Quantify Information About Reservoir Properties Carried by Seismic Attributes (1999) (0)
- Fabric and Elastic property evolution in a Granular Dynamics based sedimentation model (2007) (0)
- Transport Properties at Different Scales Using Digital Rocks (2007) (0)
- Lawrence Berkeley National Laboratory Recent Work Title Frequency-dependent azimuthal anisotropy of seismic reflectivity from a layer with discrete fractures (2002) (0)
- Quantitative Seismic Interpretation: Case studies: Lithology and pore-fluid prediction from seismic data (2005) (0)
- Regularized Sparse-grid Geometrical Sampling for Uncertainty Assessment in Nonlinear Inverse Problems - CSEM and Seismic (2013) (0)
- A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California (2020) (0)
- Multi-step Inversion and Single Loop Inversion Techniques - Two Tools for Seismic Reservoir Characterization (2011) (0)
- Upscaling Method Using Multipoint Geostatistics for Statistical Integration of Seismic and Electromagnetic Data (2012) (0)
- 3. Borehole Geophysics and Rock Properties (2010) (0)
- Fast inversion of gravimetric profiles via a modified version of the Pereyra–Rosen algorithm (2021) (0)
- GANSim-surrogate: An integrated framework for stochastic conditional geomodelling (2023) (0)
- Spectral Seismic Signatures for Petrophysical Property Estimation of Thin Sand-Shale Reservoirs (2008) (0)
- Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity (2023) (0)
- Earth sciences applications (2015) (0)
- Value of information in spatial decision situations (2015) (0)
- Book reviews (1996) (0)
- Non Uniqueness and Uncertainties in the Training Image to Seismic Image Transform (2008) (0)
- Iterative Spatial Resampling for Seismic Subsurface Characterization (2010) (0)
- Velocity Dispersion: Evaluating Fluid And Fast Path Effects From Ultrasonic Data And Scanning Acoustic Microscope Images. (1997) (0)
- Guidelines for Best Practices (2021) (0)
- A workflow for building a synthetic benchmark dataset for fractured reservoirs (2014) (0)
- 1 Geological bases and uncertainty (2010) (0)
- Integrating Spatio-temporal Rules for Surface-based Reservoir Modeling (2015) (0)
- Hierarchical Homogenization With Deep‐Learning‐Based Surrogate Model for Rapid Estimation of Effective Permeability From Digital Rocks (2023) (0)
- Prognosis by four-layer quasi-geostrophic model (1973) (0)
- Digital transformation in rock physics: Deep learning and data fusion (2022) (0)
- Petroleum Geomechanics and the Role of Geopressure (2021) (0)
- The PSO algorithm to solve this inverse problem is as follows : 1 (2010) (0)
- Linking Rock Physics and Geostatistics for Reservoir Characterization (2007) (0)
- The Rock Physics Handbook: Elasticity and Hooke's law (2009) (0)
- Recent Advances in Geopressure Prediction and Detection Technology and the Road Ahead (2021) (0)
- Application of Lattice Boltzmann and Cellular Automata in Erosion Modeling for Deep-Water Turbidity Current (2011) (0)
- Basic Continuum Mechanics and Its Relevance to Geopressure (2021) (0)
- Shape carving methods of geologic body interpretation from seismic data based on deep learning (2021) (0)
- Can Computational Sediment Transport Models Reproduce the Observed Variability of Channel Networks in Modern Deltas (2017) (0)
- Geohazard Prediction and Detection (2021) (0)
- Discriminating Seismic Signatures of Steam Injection From Lithology Variations: Feasibility Study In a Venezuela Heavy Oil Reservoir (1999) (0)
- Application of particle swarm optimization for enhanced reservoir characterization and inversion of production and seismic data. (Invited) (2009) (0)
- Reservoir Monitoring - a Multi-Disciplinary Feasibility Study in 3D (1996) (0)
- Book reviews (1993) (0)
- Evolution of Elastic Properties And Fabric Tensor In a Deposition Model Using Granular Dynamics Simulation (2007) (0)
- Acknowledgements of reviewers 2018 (2019) (0)
- Seismic methods for imaging physical properties of the Earth (1995) (0)
- Seismic Characterization of Fractured Reservoirs - Rock Physics Analysis and Modeling of James Limestone Reservoir (2002) (0)
- Automatic detection of data inconsistencies for AVA analysis: Bootstrap and LMS regression. (2005) (0)
- Gravity and EM Field Methods Aiding Pore Pressure Prediction (2021) (0)
- Improved granular medium model for unconsolidated sands using coordination number, porosity and pressure relations (2009) (0)
- Using multidimensional scaling to estimate the impact of shale volume, fault seal, and fluid migration methods on 3D petroleum saturation, Norwegian Viking Graben (2022) (0)
- The Rock Physics Handbook: Granular media (2009) (0)
- Efficient interdisciplinary workflow for predrill seismic pore pressure prediction (2022) (0)
- Seismic horizons depth positioning analysis for Bayesian geophysical basin modeling (2021) (0)
- Relating stratigraphic architecture to morphodynamic processes : implications from dynamic modeling of a channelized depositional system (2013) (0)
- Joint Inversion of Geophysical Data for Geologic Carbon Sequestration Monitoring: A Differentiable Physics‐Informed Neural Network Model (2023) (0)
- Estimation of Lithofacies from Seismic Data in a Tertiary Turbidite System in the North Sea (1998) (0)
- Monte Carlo AVO Analysis For Lithofacies Classification (2006) (0)
- Quantitative thickness estimate of tectonically deformed coal using seismic amplitude and sequential Gaussian simulation (2018) (0)
- Statistical integration of time-lapse seismic and electromagnetic data for reservoir monitoring and management (2013) (0)
- The Rock Physics Handbook: References (2009) (0)
- Value of Information Analysis for Time-lapse Seismic Data by Simulation-Regression (2016) (0)
- Geopressure Detection and Prediction in Real Time (2021) (0)
- Quantitative Seismic Interpretation: Workflows and guidelines (2005) (0)
- ABSTRACT: Statistical Rock Physics for Identifying Lithologies and Pore Fluids from Seismic Data (2002) (0)
- Hierarchical construction of stratigraphic elements in surface-based reservoir models (2013) (0)
- 4933 Basin Petroleum System Modelling (BPSM) Industrial Affliliates Program at Stanford University (2009) (0)
- Randomized Tensor Decomposition for Large-Scale Data Assimilation Problems for Carbon Dioxide Sequestration (2022) (0)
- Problems and projects (2015) (0)
- 12. Reservoir Geophysics (2010) (0)
- Variation of static stability measure in the atmosphere Over India (2022) (0)
- A Dynamic Programming Model for Optimizing Frequency of Time-Lapse Seismic Monitoring in Geological CO2 Storage (2005) (0)
- Prior velocity modeling and uncertainty analysis with basin modeling and rock physics constraints (2019) (0)
- Integrating rock physics, seismic amplitudes, and geological models (2002) (0)
- 4. Development Geophysics (2010) (0)
- Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs) (2020) (0)
- Mechanisms of Geopressure (2021) (0)
- Adaptive Spatial Resampling for Seismic Inverse Modeling (2011) (0)
- A Technique for Analyzing the Spatial Distribution of Fracture Attributes (2018) (0)
- Bootstrapping AVA for Uncertainty Assessment in Lithology and Fluid Identification (2005) (0)
- Flow-limited Diagenesis And Transport Properties of Porous Media Using the Lattice-Boltzmann Method (2000) (0)
- Spatial Statistical Similarity between Stacking Patterns : Linking Tank Experiments to Field Scale (2013) (0)
- Sensitivity Analysis and Cascaded Interpretation Scheme for Subtle Seismic Signatures in Thin Shaly-Sand Reservoirs (2013) (0)
- The Rock Physics Handbook: Fluid effects on wave propagation (2009) (0)
- Stochastic rock physics inversion for thickness, lithology, porosity, and saturation (2007) (0)
- Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN) (2022) (0)
- Correlating geological and seismic data with unconventional resource production curves using machine learning (2018) (0)
- A Benchmark Dataset for Fractured Reservoirs 1 2 3 (2015) (0)
- Formation Evaluation of an Unconventional Shale Reservoir : Application to the North Slope Alaska (2014) (0)
- Vertical velocity patterns over India and neighbourhood during break monsoon an active monsoon periods (1975) (0)
- Linking Geostatistics with Basin Modeling: Assessment of Structural Uncertainties (2009) (0)
- Predicting Pressure and Saturation Changes from Elastic Wave Velocities in a Co 2 -flooded Coal Bed Methane: a Modeling Study (2004) (0)
- Using Influence Diagrams to Analyze Decisions In 4-D Seismic Reservoir Monitoring (2005) (0)
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