Concepedia

Machine learning-aided catalyst screening and multi-objective optimization for the indirect CO<sub>2</sub> hydrogenation to methanol and ethylene glycol process

Qingchun Yang, Yingjie Fan, Zhou Jianlong, Lei Zhao, Yichun Dong, Jianhua Yu, Dawei Zhang

Green Chemistry · 2023 · 37 citations · 33 references

DOI

Concepts

Abstract

A proposed machine learning-aided framework for screening and multi-objective optimization of catalysts for an indirect CO 2 hydrogenation process.

References

33

Beyond Oil and Gas: The Methanol Economy

George A. Olah · Angewandte Chemie International Edition · 2005 · 2.4K citations

, , +17

Selective Solar-Driven Reduction of CO<sub>2</sub> to Methanol Using a Catalyzed p-GaP Based Photoelectrochemical Cell

Emily E. Barton, David M. Rampulla, Andrew B. Bocarsly · Journal of the American Chemical Society · 2008 · 726 citations

, , +17

Cascade Catalysis for the Homogeneous Hydrogenation of CO<sub>2</sub>to Methanol

Chelsea A. Huff, Melanie S. Sanford · Journal of the American Chemical Society · 2011 · 575 citations

, , +15

Carbon dioxide emissions continue to grow amidst slowly emerging climate policies

Glen P. Peters, Robbie M. Andrew, Josep G. Canadell et al. · Nature Climate Change · 2019 · 560 citations · Full text

, , +12

Catalytic Reductive Transformations of Carboxylic and Carbonic Acid Derivatives Using Molecular Hydrogen

Pavel A. Dub, Takao Ikariya · ACS Catalysis · 2012 · 383 citations

, , +17