Behnam Amiri-Ramsheh

Modeling of wax disappearance temperature (WDT) using soft computing approaches: Tree-based models and hybrid models

Behnam Amiri-Ramsheh, Majid Safaei-Farouji, Aydin Larestani et al. · Journal of Petroleum Science and Engineering · 2021 · 42 citations

Numerical Analysis, Engineering, Industrial Engineering +12

Modeling Viscosity of CO₂–N₂ Gaseous Mixtures Using Robust Tree-Based Techniques: Extra Tree, Random Forest, GBoost, and LightGBM

Haimin Zheng, Atena Mahmoudzadeh, Behnam Amiri-Ramsheh et al. · ACS Omega · 2023 · 31 citations · Full text

Modeling hydrogen solubility in water: Comparison of adaptive boosting support vector regression, gene expression programming, and cubic equations of state

Qichao Lv, Tongke Zhou, Haimin Zheng et al. · International Journal of Hydrogen Energy · 2024 · 31 citations

Gene Expression Programming, Engineering, Data Science +5

Modeling thermo-physical properties of hydrogen utilizing machine learning schemes: Viscosity, density, diffusivity, and thermal conductivity

Qichao Lv, Zhaomin Li, Xiaochen Li et al. · International Journal of Hydrogen Energy · 2024 · 26 citations

Hydrogen Utilizing Machine, Thermodynamic Modelling, Engineering +10

Modeling CO2 solubility in water using gradient boosting and light gradient boosting machine

Atena Mahmoudzadeh, Behnam Amiri-Ramsheh, Saeid Atashrouz et al. · Scientific Reports · 2024 · 26 citations · Full text