Machine Learning-based Screening of Mn-PNP Catalysts for CO2 Reduction Reaction Using Region-wise Ligand-encoded Feature Matrix

Amitabha Das,Shyama Charan Mandal,Biswarup Pathak,Diptendu Roy

doi:10.1039/d3ya00520h

Machine Learning-based Screening of Mn-PNP Catalysts for CO2 Reduction Reaction Using Region-wise Ligand-encoded Feature Matrix

Amitabha Das, Shyama Charan Mandal + Show 2 more

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Journal: Energy Advances	Publication Date: Jan 1, 2024
Citations: 2	License type: CC BY-NC 3.0

#CO2 Reduction Reaction #Reduction Reaction #Screening Of Catalysts #Catalysts For CO #Machine Learning-based Screening #Reduce CO2 Level #Learning-based Screening #Feature Matrix #CO2 Level #CO2 Reduction

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The CO2 reduction reaction is a promising way to reduce CO2 level in the environment and most importantly to produce C1-based chemicals (HCOOH and CH3OH) which can be used as...

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Machine Learning-based Screening of Mn-PNP Catalysts for CO2 Reduction Reaction Using Region-wise Ligand-encoded Feature Matrix