Integrating watershed segmentation algorithm and supervised Bayesian classification for the assessment of petrophysical parameters, pore properties, and lithofacies: a case study from Abadan Plain, SW Iran

Analyzing the seismic attributes, structural and petrophysical analyses of the Lower Goru Formation: A case study from Middle Indus Basin Pakistan

(2023) Fode Tounkara et al.   Frontiers in Earth Science

Integrating hydraulic flow unit concept and adaptive neuro-fuzzy inference system to accurately estimate permeability in heterogeneous reservoirs: Case study Sif Fatima oilfield, southern Algeria

(2023) Faycal Djebbas et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning

(2023) Mohammed A. Abbas et al.   Earth Science Informatics

Application of prestack Poisson dampening factor and Poisson impedance inversion in sand quality and lithofacies discrimination

(2022) Hamed Ghanbarnejad Moghanloo et al.   Arabian Journal of Geosciences

Bayesian rock-physics inversion with Kumaraswamy prior models

(2022) Dario Grana   GEOPHYSICS

Reservoir facies classification based on random forest and geostatistics methods in an offshore oilfield

(2022) Mehran Rahimi et al.   JOURNAL OF APPLIED GEOPHYSICS

Performance evaluation of boosting machine learning algorithms for lithofacies classification in heterogeneous carbonate reservoirs

(2022) Watheq J. Al-Mudhafar et al.   MARINE AND PETROLEUM GEOLOGY

Dolomitization Geometry and Reservoir Quality from Supervised Bayesian Classification and Probabilistic Neural Networks: Midland Basin Leonardian Wichita and Clearfork Formations

(2021) Abidin B. Caf et al.   Interpretation-A Journal of Subsurface Characterization

Evaluation of Organic Matter Richness of Eocene Strata Based on Calcareous Nannofossils and Rock-Eval Analysis in North Dezful, Iran

(2021) Mohammad Parandavar et al.   Journal of Earth Science

Bayesian Convolutional Neural Networks for Seismic Facies Classification

(2021) Runhai Feng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Lithofacies classification and sequence stratigraphic description as a guide for the prediction and distribution of carbonate reservoir quality: A case study of the Upper Cretaceous Khasib Formation (East Baghdad oilfield, central Iraq)

(2021) Mohamed I. Abdel-Fattah et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Estimation of Petrophysical Parameters from Seismic Inversion by Combining Particle Swarm Optimization and Multilayer Linear Calculator

(2020) Qamar Yasin et al.   Natural Resources Research

Structural style and kinematic analysis of folding in the southern Dezful Embayment oilfields, SW Iran

(2020) Masoumeh Vatandoust et al.   JOURNAL OF STRUCTURAL GEOLOGY

Quantitative pore‐type characterization from well logs based on the seismic petrophysics in a carbonate reservoir

(2020) Maryam Sadat Mirkamali et al.   GEOPHYSICAL PROSPECTING

Lithofacies prediction in non-cored wells from the Sif Fatima oil field (Berkine basin, southern Algeria): A comparative study of multilayer perceptron neural network and cluster analysis-based approaches

(2020) Ouafi Ameur-Zaimeche et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Integrating machine learning and data analytics for geostatistical characterization of clastic reservoirs

(2020) Watheq J. Al-Mudhafar   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Reliability of Algorithms Interpreting Topological and Geometric Properties of Porous Media for Pore Network Modelling

(2019) Todor G. Baychev et al.   TRANSPORT IN POROUS MEDIA

Sedimentary basin analysis of the Neo-Tethys and its hydrocarbon systems in the Southern Zagros fold-thrust belt and foreland basin

(2019) Masoumeh Kordi   EARTH-SCIENCE REVIEWS

Reservoir characterisation method with multi-component seismic data by unsupervised learning and colour feature blending

(2019) Kai Zhang et al.   Exploration Geophysics

Machine learning for predicting properties of porous media from 2d X-ray images

(2019) Naif Alqahtani et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Pore-throat characterization of unconsolidated porous media using watershed-segmentation algorithm

(2019) Anindityo Patmonoaji et al.   POWDER TECHNOLOGY

The Sensitivity of Estimates of Multiphase Fluid and Solid Properties of Porous Rocks to Image Processing

(2019) Gaetano Garfi et al.   TRANSPORT IN POROUS MEDIA

Integrating facies-based Bayesian inversion and supervised machine learning for petro-facies characterization in the Snadd Formation of the Goliat Field, south-western Barents Sea

(2018) Honoré Yenwongfai et al.   GEOPHYSICAL PROSPECTING

Application of simultaneous prestack inversion in reservoir facies identification

(2018) H Ghanbarnejad Moghanloo et al.   Journal of Geophysics and Engineering

Pore system, microstructure and porosity characterization of Gondwana shale of Eastern India using laboratory experiment and watershed image segmentation algorithm

(2018) Piyush Sarkar et al.   MARINE AND PETROLEUM GEOLOGY

Evolution of porosity and pore geometry in the Permian Whitehill Formation of South Africa – A FE-SEM image analysis study

(2018) Kenneth Chukwuma et al.   MARINE AND PETROLEUM GEOLOGY

The effectiveness of different thresholding techniques in segmenting micro CT images of porous carbonates to estimate porosity

(2018) Farzaneh Rezaei et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Reservoir characterization of the Burgan Formation in northwestern Persian Gulf

(2018) Hamzeh Mehrabi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Evolution of Pore-Scale Morphology of Oil Shale During Pyrolysis: A Quantitative Analysis

(2017) Arash Rabbani et al.   TRANSPORT IN POROUS MEDIA

Estimation of 3-D pore network coordination number of rocks from watershed segmentation of a single 2-D image

(2016) Arash Rabbani et al.   ADVANCES IN WATER RESOURCES

Bayesian inversion of seismic attributes for geological facies using a Hidden Markov Model

(2016) Muhammad Atif Nawaz et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

PORE, THROAT, AND GRAIN DETECTION FOR ROCK SEM IMAGES USING DIGITALWATERSHED IMAGE SEGMENTATION ALGORITHM

(2015) Amirhossein Tavanaei et al.   JOURNAL OF POROUS MEDIA

An automated simple algorithm for realistic pore network extraction from micro-tomography images

(2014) Arash Rabbani et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Digital rock physics benchmarks—Part I: Imaging and segmentation

(2012) Heiko Andrä et al.   COMPUTERS & GEOSCIENCES

Digital rock physics: numerical prediction of pressure-dependent ultrasonic velocities using micro-CT imaging

(2012) Claudio Madonna et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Kinematics of rock flow and fabric development associated with shear deformation within the Zagros transpression zone, Iran

(2011) ALI FAGHIH et al.   GEOLOGICAL MAGAZINE

Application of the spectral decomposition technique for characterizing reservoir extensional system in the Abadan Plain, southwestern Iran

(2011) Mohammad Reza Saadatinejad et al.   MARINE AND PETROLEUM GEOLOGY

Multivariate statistical log log-facies classification on a shallow marine reservoir

(2008) Hong Tang et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Slip partitioning and inclined dextral transpression along the Zagros Thrust System, Iran

(2007) Khalil Sarkarinejad et al.   JOURNAL OF STRUCTURAL GEOLOGY