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,
• Abdolhossein Hemmati-Sarapardeh

Affiliations

Haimin Zheng

Engn & Design Dept, Proc Sect, CNOOC Research Institute Co., Beijing, P.R. China

Atena Mahmoudzadeh

Department of Chemical and Petroleum Engineering, Sharif University of Technology, Tehran, Iran

Behnam Amiri-Ramsheh

Department of Petroleum Engineering, Shahid Bahonar University of Kerman, Kerman, Iran

Abdolhossein Hemmati-Sarapardeh

Department of Petroleum Engineering, Shahid Bahonar University of Kerman, Kerman, Iran