Machine Learning Assisted Understanding and Discovery of CO₂ Reduction Reaction Electrocatalyst

Electrochemical CO2 reduction reaction (CO2RR) is an important process which a potential way to recycle excessive in the atmosphere. Although electrocatalyst key toward efficient CO2RR, progress of discovering effective catalysts lagging with current methods. Because cost and time efficiency modern machine learning (ML) algorithm, increasing number researchers have applied ML accelerate screening suitable deepen our understanding mechanism. Hence, we reviewed recent applications research CO2RR by types electrocatalyst. An introduction on general methodology discussion pros cons for such are included.