Accurate machine learning models based on small dataset of energetic materials through spatial matrix featurization methods
A large database is desired for machine learning (ML) technology to make accurate
predictions of materials physicochemical properties based on their molecular structure …
predictions of materials physicochemical properties based on their molecular structure …
Prediction of formation of polycyclic aromatic hydrocarbon (PAHs) on sediment of Caspian Sea using artificial neural networks
J Sayyad Amin, H Rajabi Kuyakhi… - Petroleum Science and …, 2019 - Taylor & Francis
In this article the amount of polycyclic aromatic hydrocarbon (PAHs) on the sediment of
Caspian Sea predicted by artificial neural networks multi-layer perceptron (MLP) and …
Caspian Sea predicted by artificial neural networks multi-layer perceptron (MLP) and …
Assessing thermodynamic models and introducing novel method for prediction of methane hydrate formation
Transmission of natural gas with methane as the main constituent has been a subject of
interest to industrial companies. Predicting hydrate formation conditions is important to …
interest to industrial companies. Predicting hydrate formation conditions is important to …
A new experimental and modeling strategy to determine asphaltene precipitation in crude oil
Asphaltene precipitation phenomenon which exhibits considerable influence on enhanced
oil recovery (EOR) processes is taken into account as an important matter in the petroleum …
oil recovery (EOR) processes is taken into account as an important matter in the petroleum …
Development of ANFIS models for polycyclic aromatic hydrocarbons (PAHs) formation in sea sediment
J Sayyad Amin, H Rajabi Kuyakhi… - Petroleum Science …, 2019 - Taylor & Francis
Polycyclic aromatic hydrocarbons (PAHs) are Canceriogenic and mutagenic substances.
These compounds are released in the environment by anthropogenic and natural sources …
These compounds are released in the environment by anthropogenic and natural sources …
Hydrate formation prediction model for binary gases of methane+ ethane and methane+ propane by using optimization algorithm
This research model equation is based on constant coefficients which were used for multiple
sets of experimental data. The developed optimized based prediction model is examined by …
sets of experimental data. The developed optimized based prediction model is examined by …
Gas hydrate stability conditions: modeling on the basis of gas gravity approach
H Saghafi, H Yarveicy - Petroleum Science and Technology, 2019 - Taylor & Francis
The Katz gas gravity approach is known as the simplest method of predicting the hydrate
three-phase equilibrium (liquid water-hydrate-vapor) conditions between quadruple points …
three-phase equilibrium (liquid water-hydrate-vapor) conditions between quadruple points …
Prediction of hydrate formation temperature based on an improved empirical correlation by imperialist competitive algorithm
JS Amin, SKB Nejad, M Veiskarami… - Petroleum Science and …, 2016 - Taylor & Francis
Formation of gas hydrates is an important problem in production and transmission of natural
gases. Hence, it is a particular interest and also vital to estimate the hydrate formation …
gases. Hence, it is a particular interest and also vital to estimate the hydrate formation …
Error Analysis of Hydrate Formation Pressure Prediction Using ANN Algorithms and ANFIS
SA Mohammed, R Asaletha - International Joint Conference on Advances …, 2022 - Springer
In the gas and oil industry, gas hydrate clogs in pipelines are a concern as it increases
economic risks and causes a variety of operational harms. Being eco-conscious, non …
economic risks and causes a variety of operational harms. Being eco-conscious, non …
A novel strategy to evaluate titration-based asphaltene precipitation in various viscosity oil systems: Laboratory and modelling investigations
Asphaltenes are heavy fractions of petroleum mixtures, which precipitate out of homogenous
bulk fluid phase due to changes in pressure, temperature, and composition. Asphaltene …
bulk fluid phase due to changes in pressure, temperature, and composition. Asphaltene …