Robust computational approach to determine the safe mud weight window using well-log data from a large gas reservoir

Machine learning and data-driven prediction of pore pressure from geophysical logs: A case study for the Mangahewa gas field, New Zealand

(2022) Ahmed E. Radwan et al.   Journal of Rock Mechanics and Geotechnical Engineering

Data driven models to predict pore pressure using drilling and petrophysical data

(2022) Farshad Jafarizadeh et al.   Energy Reports

A robust approach to pore pressure prediction applying petrophysical log data aided by machine learning techniques

(2022) Guodao Zhang et al.   Energy Reports

Determination of Bubble Point Pressure & Oil Formation Volume Factor of Crude Oils Applying Multiple Hidden Layers Extreme Learning Machine Algorithms

(2021) Sina Rashidi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Analysis of the performance of a crude-oil desalting system based on historical data

(2021) Ehsan Ranaee et al.   FUEL

Prediction of oil flow rate through orifice flow meters: Optimized machine-learning techniques

(2021) Mohammad Farsi et al.   MEASUREMENT

Deep Learning for Wave Energy Converter Modeling Using Long Short-Term Memory

(2021) Seyed Milad Mousavi et al.   Mathematics

A critical review of the drilling of CFRP composites: Burr formation, characterisation and challenges

(2021) Dániel István Poór et al.   COMPOSITES PART B-ENGINEERING

Robust hybrid machine learning algorithms for gas flow rates prediction through wellhead chokes in gas condensate fields

(2021) Abouzar Rajabi Behesht Abad et al.   FUEL

Novel hybrid machine learning optimizer algorithms to prediction of fracture density by petrophysical data

(2021) Meysam Rajabi et al.   Journal of Petroleum Exploration and Production Technology

Determination of bubble point pressure and oil formation volume factor: Extra trees compared with LSSVM-CSA hybrid and ANFIS models

(2020) Masoud Seyyedattar et al.   FUEL

Capacity optimization of grid connected solar/fuel cell energy system using hybrid ABC-PSO algorithm

(2020) Shakti Singh et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Coronary Artery Disease Diagnosis; Ranking the Significant Features Using a Random Trees Model

(2020) Javad Hassannataj Joloudari et al.   International Journal of Environmental Research and Public Health

Modeling Pan Evaporation Using Gaussian Process Regression K-Nearest Neighbors Random Forest and Support Vector Machines; Comparative Analysis

(2020) Sevda Shabani et al.   Atmosphere

Spatial Analysis of Seasonal Precipitation over Iran: Co-Variation with Climate Indices

(2020) Majid Dehghani et al.   ISPRS International Journal of Geo-Information

Hybrid geological modeling: Combining machine learning and multiple-point statistics

(2020) Tao Bai et al.   COMPUTERS & GEOSCIENCES

Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN

(2020) Akram Seifi et al.   Sustainability

Prediction of Thermo-Physical Properties of TiO2-Al2O3/Water Nanoparticles by Using Artificial Neural Network

(2020) Milad Sadeghzadeh et al.   Nanomaterials

Support Vector Machines-based Heart Disease Diagnosis using Feature Subset, Wrapping Selection and Extraction Methods

(2020) Syed Muhammad Saqlain Shah et al.   COMPUTERS & ELECTRICAL ENGINEERING

Deep Learning for Stock Market Prediction

(2020) M. Nabipour et al.   Entropy

Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran

(2020) Mostafa Emadi et al.   Remote Sensing

GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran

(2020) Xinxiang Lei et al.   Remote Sensing

Insight into the Interfacial Behavior of Surfactants and Asphaltenes: Molecular Dynamics Simulation Study

(2020) Mohammadali Ahmadi et al.   ENERGY & FUELS

Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility

(2020) Shahab S. Band et al.   SENSORS

Principal component analysis to study the relations between the spread rates of COVID-19 in high risks countries

(2020) Mohammad Reza Mahmoudi et al.   Alexandria Engineering Journal

Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics

(2020) Amirhosein Mosavi et al.   Mathematics

Adaptive neuro-fuzzy algorithm applied to predict and control multi-phase flow rates through wellhead chokes

(2020) Hamzeh Ghorbani et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Shear modulus prediction of embedded pressurized salt layers and pinpointing zones at risk of casing collapse in oil and gas wells

(2020) Sina Rashidi et al.   JOURNAL OF APPLIED GEOPHYSICS

A geomechanical approach to casing collapse prediction in oil and gas wells aided by machine learning

(2020) Nima Mohamadian et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Infinite Feature Selection: A Graph-based Feature Filtering Approach

(2020) Giorgio Roffo et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A hybrid nanocomposite of poly(styrene-methyl methacrylate- acrylic acid) /clay as a novel rheology-improvement additive for drilling fluids

(2019) Nima Mohamadian et al.   JOURNAL OF POLYMER RESEARCH

Geological CO2 Capture and Storage with Flue Gas Hydrate Formation in Frozen and Unfrozen Sediments: Method Development, Real Time-Scale Kinetic Characteristics, Efficiency, and Clathrate Structural Transition

(2019) Aliakbar Hassanpouryouzband et al.   ACS Sustainable Chemistry & Engineering

Stability Analysis of Highly Deviated Boreholes to Minimize Drilling Risks and Nonproductive Time

(2019) Ahmed K. Abbas et al.   JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME

Uncertainty Evaluation of Safe Mud Weight Window Utilizing the Reliability Assessment Method

(2019) Tianshou Ma et al.   Energies

Impact of a new geological modelling method on the enhancement of the CO2 storage assessment of E sequence of Nam Vang field, offshore Vietnam

(2019) Hung Vo Thanh et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

A further verification of FZI* and PSRTI: Newly developed petrophysical rock typing indices

(2019) Abouzar Mirzaei-Paiaman et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

PP-NFR: an improved hybrid learning approach for porosity prediction from seismic attributes using non-linear feature reduction

(2019) Jatin Bedi et al.   JOURNAL OF APPLIED GEOPHYSICS

Integrated workflow in 3D geological model construction for evaluation of CO2 storage capacity of a fractured basement reservoir in Cuu Long Basin, Vietnam

(2019) Hung Vo Thanh et al.   International Journal of Greenhouse Gas Control

Earth fissure hazard prediction using machine learning models

(2019) Bahram Choubin et al.   ENVIRONMENTAL RESEARCH

Groundwater Quality Assessment for Sustainable Drinking and Irrigation

(2019) Esmaeil Asadi et al.   Sustainability

Analytical Model for Leakage Detection in CO2 Sequestration in Deep Saline Aquifers: Application to ex Situ and in Situ CO2 Sequestration Processes

(2019) Mohammad Ali Ahmadi et al.   ACS Omega

CO2 Capture by Injection of Flue Gas or CO2–N2 Mixtures into Hydrate Reservoirs: Dependence of CO2 Capture Efficiency on Gas Hydrate Reservoir Conditions

(2018) Aliakbar Hassanpouryouzband et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Insights into CO2 Capture by Flue Gas Hydrate Formation: Gas Composition Evolution in Systems Containing Gas Hydrates and Gas Mixtures at Stable Pressures

(2018) Aliakbar Hassanpouryouzband et al.   ACS Sustainable Chemistry & Engineering

Bayesian and LASSO Regressions for Comparative Permeability Modeling of Sandstone Reservoirs

(2018) Watheq J. Al-Mudhafar   Natural Resources Research

From Coreflooding and Scaled Physical Model Experiments to Field-Scale EOR Evaluations: Comprehensive Review of the Gas-Assisted Gravity Drainage (GAGD) Process

(2018) Dr. Watheq J. J. Al-Mudhafar   ENERGY & FUELS

Real-Time Determination of Rheological Properties of Spud Drilling Fluids Using a Hybrid Artificial Intelligence Technique

(2018) Khaled Abdelgawad et al.   JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME

ANFIS pattern for molecular membranes separation optimization

(2018) Mashallah Rezakazemi et al.   JOURNAL OF MOLECULAR LIQUIDS

Short-Term Electricity-Load Forecasting Using a TSK-Based Extreme Learning Machine with Knowledge Representation

(2017) Chan-Uk Yeom et al.   Energies

Improved predictions of wellhead choke liquid critical-flow rates: Modelling based on hybrid neural network training learning based optimization

(2017) Abouzar Choubineh et al.   FUEL

A hybrid particle swarm optimization and support vector regression model for modelling permeability prediction of hydrocarbon reservoir

(2017) Kabiru. O. Akande et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Prediction of gas flow rates from gas condensate reservoirs through wellhead chokes using a firefly optimization algorithm

(2017) Hamzeh Ghorbani et al.   Journal of Natural Gas Science and Engineering

Toward reliable model for prediction Drilling Fluid Density at wellbore conditions: A LSSVM model

(2016) Mohammad Ali Ahmadi   NEUROCOMPUTING

Short-term wind power prediction based on LSSVM–GSA model

(2015) Xiaohui Yuan et al.   ENERGY CONVERSION AND MANAGEMENT

Connectionist approach estimates gas–oil relative permeability in petroleum reservoirs: Application to reservoir simulation

(2015) Mohammad Ali Ahmadi   FUEL

A Comprehensive Review of Swarm Optimization Algorithms

(2015) Mohd Nadhir Ab Wahab et al.   PLoS One

Designing and optimizing deviated wellbore trajectories using novel particle swarm algorithms

(2014) Amin Atashnezhad et al.   Journal of Natural Gas Science and Engineering

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Prediction breakthrough time of water coning in the fractured reservoirs by implementing low parameter support vector machine approach

(2013) Mohammad Ali Ahmadi et al.   FUEL

Reservoir permeability prediction by neural networks combined with hybrid genetic algorithm and particle swarm optimization

(2012) Mohammad Ali Ahmadi et al.   GEOPHYSICAL PROSPECTING

Neural network based unified particle swarm optimization for prediction of asphaltene precipitation

(2011) Mohammad Ali Ahmadi   FLUID PHASE EQUILIBRIA

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS