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

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

Abstract The growing application of carbon dioxide (CO2) in various environmental and energy fields, including carbon capture and storage (CCS) and several CO2-based enhanced oil recovery (EOR) techniques, highlights the importance of studying the phase equilibria of this gas with water. Therefore,...

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Bibliographic Details
Main Authors: Atena Mahmoudzadeh, Behnam Amiri-Ramsheh, Saeid Atashrouz, Ali Abedi, Meftah Ali Abuswer, Mehdi Ostadhassan, Ahmad Mohaddespour, Abdolhossein Hemmati-Sarapardeh
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Series:Scientific Reports
Subjects:
CO2 solubility in pure water
Intelligent model
GBoost
LightGBM
Online Access:https://doi.org/10.1038/s41598-024-63159-9

Internet

https://doi.org/10.1038/s41598-024-63159-9

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