Machine learning accelerated exploration of CO2 reduction electrocatalyst

• Main Author: Hu, Erhai
• Other Authors: Alex Yan Qingyu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Materials::Energy materials; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/156044
• Institution: Nanyang Technological University

CO2 reduction is proved to be a possible way to recycle excessive atmospheric CO2 while producing alternative fuels and useful chemicals. Catalysts for electrochemical CO2 reduction reaction (CO2RR) is the key to an efficient conversion towards desired products. Despite the endeavours of many resear...