Unlocking CO2 conversion potential with single atom catalysts and machine learning in energy application

Unlocking CO2 conversion potential with single atom catalysts and machine learning in energy application

Summary: SACs are transforming CO2 conversion and energy applications due to their high catalytic efficiency, unique electronic structures, and maximal atom utilization. They have shown great promise in CO2 electroreduction, hydrogenation, and dry reforming, yet challenges remain in their synthesis,...

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Bibliographic Details
Main Authors: Esraa Kotob, Mohammed Mosaad Awad, Mustapha Umar, Omer Ahmed Taialla, Ijaz Hussain, Shaima’ Ibrahim Alsabbahen, Khalid Alhooshani, Saheed A. Ganiyu
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:iScience
Subjects:
Chemistry
Catalysis
Green chemistry
Online Access:http://www.sciencedirect.com/science/article/pii/S258900422500567X
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http://www.sciencedirect.com/science/article/pii/S258900422500567X

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