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Oct 2026

Accurate and Interpretable Prediction of CO2 Solubility in Physical Absorbents Based on Sequential Models

Methanol-based physical absorption processes for industrial decarbonization usually require harsh low-temperature conditions, highlighting the need for screening efficient absorbents under mild conditions. Machine learning has accelerated solvent screening; however, challenges in prediction accuracy and interpretabil...

Yi-Jia Shao, Lei Wang, Ru-Xing Gao et al. · 0 citations
Aug 2026

Zr-Mediated Active Phase Stabilization and C2+ Oxygenate Formation toward CO2 Hydrogenation to Ethanol

Direct conversion of CO2 into ethanol represents a promising route toward carbon neutrality. In this study, a series of Zr-modified K-FeCu/MWCNT catalysts were developed for efficient and selective CO2 hydrogenation to ethanol. The introduction of Zr promoted ethanol formation primarily by diversifying the reaction p...

Chenguang Li, Min Zhou, Yu-Chen Li et al. · 0 citations

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