Prediction of porosity and water saturation using pre-stack seismic attributes: a comparison of Bayesian inversion and computational intelligence methods

Synthesis of capillary pressure curves from post-stack seismic data with the use of intelligent estimators: A case study from the Iranian part of the South Pars gas field, Persian Gulf Basin

(2015) Naser Golsanami et al.   JOURNAL OF APPLIED GEOPHYSICS

Seismic velocity estimation from well log data with genetic algorithms in comparison to neural networks and multilinear approaches

(2015) Mattia Aleardi   JOURNAL OF APPLIED GEOPHYSICS

Automated diffraction delineation using an apex-shifted Radon transform

(2015) Sadegh Karimpouli et al.   Journal of Geophysics and Engineering

Neuro-Bayesian facies inversion of prestack seismic data from a carbonate reservoir in Iran

(2015) Sadegh Karimpouli et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Shear wave velocity estimation from conventional well log data by using a hybrid ant colony–fuzzy inference system: A case study from Cheshmeh–Khosh oilfield

(2015) Amir Nourafkan et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Estimation of Reservoir Porosity and Water Saturation Based on Seismic Attributes Using Support Vector Regression Approach

(2014) S.R. Na’imi et al.   JOURNAL OF APPLIED GEOPHYSICS

Artificial Neural Networks applied to estimate permeability, porosity and intrinsic attenuation using seismic attributes and well-log data

(2014) Ursula Iturrarán-Viveros et al.   JOURNAL OF APPLIED GEOPHYSICS

Quantification of sand fraction from seismic attributes using Neuro-Fuzzy approach

(2014) Akhilesh K. Verma et al.   JOURNAL OF APPLIED GEOPHYSICS

Applications of artificial intelligence methods in prediction of permeability in hydrocarbon reservoirs

(2014) Raoof Gholami et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Estimation of asphaltene precipitation from titration data: a hybrid support vector regression with harmony search

(2014) Hadi Fattahi et al.   NEURAL COMPUTING & APPLICATIONS

Seismic inversion and attributes analysis for porosity evaluation of the tight gas sandstones of the Whicher Range field in the Perth Basin, Western Australia

(2014) Rahim Kadkhodaie-Ilkhchi et al.   Journal of Natural Gas Science and Engineering

Using soft computing techniques to predict corrected air permeability using Thomeer parameters, air porosity and grain density

(2013) Hasan A. Nooruddin et al.   COMPUTERS & GEOSCIENCES

Hybrid Monte Carlo simulation and ANFIS-subtractive clustering method for reliability analysis of the excavation damaged zone in underground spaces

(2013) Hadi Fattahi et al.   COMPUTERS AND GEOTECHNICS

Combination of support vector regression and artificial neural networks for prediction of critical heat flux

(2013) B.T. Jiang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Application of probabilistic facies prediction and estimation of rock physics parameters in a carbonate reservoir from Iran

(2013) Sadegh Karimpouli et al.   Journal of Geophysics and Engineering

An artificial neural network model for predicting the recovery performance of surfactant polymer floods

(2013) Mabkhout M. Al-Dousari et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artificial bee colony algorithm

(2011) Wei-Chiang Hong   ENERGY

Rock-physics-based carbonate pore type characterization and reservoir permeability heterogeneity evaluation, Upper San Andres reservoir, Permian Basin, west Texas

(2011) Qifeng Dou et al.   JOURNAL OF APPLIED GEOPHYSICS

Facing the classification of binary problems with a GSA-SVM hybrid system

(2011) Soroor Sarafrazi et al.   MATHEMATICAL AND COMPUTER MODELLING

Support vector regression for porosity prediction in a heterogeneous reservoir: A comparative study

(2010) A.F. Al-Anazi et al.   COMPUTERS & GEOSCIENCES

Fuzzy support vector regression machine with penalizing Gaussian noises on triangular fuzzy number space

(2010) Qi Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Probabilistic petrophysical-properties estimation integrating statistical rock physics with seismic inversion

(2010) Dario Grana et al.   GEOPHYSICS

Application of the PSO–SVM model for recognition of control chart patterns

(2010) Vahid Ranaee et al.   ISA TRANSACTIONS

A new approach to improve neural networks' algorithm in permeability prediction of petroleum reservoirs using supervised committee machine neural network (SCMNN)

(2010) Sadegh Karimpouli et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Petrophysical data prediction from seismic attributes using committee fuzzy inference system

(2009) Ali Kadkhodaie-Ilkhchi et al.   COMPUTERS & GEOSCIENCES

Comparison of seismic upscaling methods: From sonic to seismic

(2009) Dileep K. Tiwary et al.   GEOPHYSICS

Combining Support Vector Regression and Ant Colony Optimization to Reduce NOx Emissions in Coal-Fired Utility Boilers

(2008) Ligang Zheng et al.   ENERGY & FUELS

A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression

(2008) Chih-Hung Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bayesian lithology and fluid prediction from seismic prestack data

(2008) Arild Buland et al.   GEOPHYSICS

A distributed PSO–SVM hybrid system with feature selection and parameter optimization

(2007) Cheng-Lung Huang et al.   APPLIED SOFT COMPUTING