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List of works by Seoin Back

Active learning with non-ab initio input features toward efficient CO2 reduction catalysts† †Electronic supplementary information (ESI) available. See DOI: 10.1039/c7sc03422a.

scientific article published on 17 April 2018

Convolutional Neural Network of Atomic Surface Structures To Predict Binding Energies for High-Throughput Screening of Catalysts

scientific article published on 22 July 2019

Discovery of Acid-Stable Oxygen Evolution Catalysts: High-Throughput Computational Screening of Equimolar Bimetallic Oxides

scientific article published on 15 August 2020

Doping palladium with tellurium for the highly selective electrocatalytic reduction of aqueous CO2 to CO.

scientific article

Highly selective oxygen reduction to hydrogen peroxide on transition metal single atom coordination

scientific article published on 05 September 2019

Importance of Ligand Effects Breaking the Scaling Relation for Core-Shell Oxygen Reduction Catalysts

In silico discovery of active, stable, CO-tolerant and cost-effective electrocatalysts for hydrogen evolution and oxidation

scientific article published on 28 August 2020

Practical Deep-Learning Representation for Fast Heterogeneous Catalyst Screening

scientific article published on 09 April 2020

Precious Metal-Free Nickel Nitride Catalyst for the Oxygen Reduction Reaction

scientific article published on 16 July 2019

Single-atom catalysts for CO2 electroreduction with significant activity and selectivity improvements.

scientific article published on 19 September 2016

Suppression of Hydrogen Evolution Reaction in Electrochemical N2 Reduction Using Single-Atom Catalysts: A Computational Guideline

The Role of Adsorbed CN and Cl on an Au Electrode for Electrochemical CO2 Reduction

TiC- and TiN-Supported Single-Atom Catalysts for Dramatic Improvements in CO2 Electrochemical Reduction to CH4

Understanding the Effects of Au Morphology on CO2 Electrocatalysis

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