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Data-driven insight into CO2 electroreduction: Ensemble machine learning for CO Faraday efficiency prediction in single-atom catalysts

https://doi.org/10.2139/ssrn.7243958
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Single‐Atom Electrocatalysts from Multivariate Metal–Organic Frameworks for Highly Selective Reduction of CO2 at Low Pressures
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Advances and strategies in the electrocatalytic conversion of carbon dioxide to valuable chemicals and fuels
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Zeolitic imidazole framework-derived FeN5-doped carbon as superior CO2 electrocatalysts
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Axial coordination and asymmetric structure synergistically induce electron polarization at Ni sites to promote efficient CO2 electroreduction into CO
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Electrocatalytic and photocatalytic sustainable conversion of carbon dioxide to value-added chemicals: State-of-the-art progress, challenges, and future directions
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Transition metal-based single-atom catalysts (TM-SACs); rising materials for electrochemical CO2 reduction
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Defect anchored single atomic Tin-nitrogen sites on graphene nanomesh for enhanced CO2 electroreduction to CO
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Integrating controlled synthesis and theory for revealing of active site structure of single-atom nickel catalysts in electrochemical CO2 reduction
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Simple synthesis of a graphene-supported bismuth single-atom catalyst for the improved electrochemical reduction of CO2
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Machine Learning-Assisted Screening of Cu-Based Trimetallic Catalysts for Electrochemical Conversion of CO 2 to CO
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Machine Learning-Assisted Screening and Performance Prediction of Single-Atom Catalysts for Electrocatalytic CO 2 Conversion to CO
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Metal Phthalocyanine-Derived Single-Atom Catalysts for Selective CO 2 Electroreduction under High Current Densities
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Mechanism of Potential-Dependent CO2 Reduction and H2 Evolution during Electrocatalytic CO2 Process
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Electronic Structure Design of Transition Metal-Based Catalysts for Electrochemical Carbon Dioxide Reduction
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Inverted Region in Electrochemical Reduction of CO 2 Induced by Potential-Dependent Pauli Repulsion
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Recent advances and future perspectives in MOF-derived single-atom catalysts and their application: a review
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