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Machine Learning-Driven Optimization for Sustainable CO2-to-methanol Conversion Through Catalytic Hydrogenation

Seyyed Alireza Ghafarian Nia,Hossein Shahbeik,Alireza Shafizadeh,Shahin Rafiee,Homa Hosseinzadeh-Bandbafha,Mohammadali Kiehbadroudinezhad, Sheikh Ahmad Faiz Sheikh Ahmad Tajuddin,Meisam Tabatabaei,Mortaza Aghbashlo

Energy Conversion and Management（2025）

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Key words
CO2 Hydrogenation,Methanol production,Machine learning,Catalytic conversion,Techno-economic analysis,Life cycle assessment
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