Applications of machine learning in alloy catalysts: rational selection and future development of descriptors

Z Yang, W Gao - Advanced Science, 2022 - Wiley Online Library
At present, alloys have broad application prospects in heterogeneous catalysis, due to their
various catalytic active sites produced by their vast element combinations and complex …

Electrochemical Reduction of CO2: A Review of Cobalt Based Catalysts for Carbon Dioxide Conversion to Fuels

M Usman, M Humayun, MD Garba, L Ullah, Z Zeb… - Nanomaterials, 2021 - mdpi.com
Electrochemical CO2 reduction reaction (CO2RR) provides a promising approach to curbing
harmful emissions contributing to global warming. However, several challenges hinder the …

Determining the adsorption energies of small molecules with the intrinsic properties of adsorbates and substrates

W Gao, Y Chen, B Li, SP Liu, X Liu, Q Jiang - Nature communications, 2020 - nature.com
Adsorption is essential for many processes on surfaces; therefore, an accurate prediction of
adsorption properties is demanded from both fundamental and technological points of view …

Nano-designed semiconductors for electro-and photoelectro-catalytic conversion of carbon dioxide

L Zhang, ZJ Zhao, T Wang, J Gong - Chemical Society Reviews, 2018 - pubs.rsc.org
Development of novel catalysts with high efficiency for CO2 conversion is of great research
interest, because of the climate hazards caused by the gradual increase in CO2 …

Recent Advances in Interface Engineering for Electrocatalytic CO2 Reduction Reaction

J Li, SU Abbas, H Wang, Z Zhang, W Hu - Nano-Micro Letters, 2021 - Springer
Electrocatalytic CO 2 reduction reaction (CO 2 RR) can store and transform the intermittent
renewable energy in the form of chemical energy for industrial production of chemicals and …

Synthesis of Cu/CeO2-x Nanocrystalline Heterodimers with Interfacial Active Sites To Promote CO2 Electroreduction

SB Varandili, J Huang, E Oveisi, GL De Gregorio… - Acs …, 2019 - ACS Publications
Synergistic effects at metal/metal oxide interfaces often give rise to highly active and
selective catalytic motifs. So far, such interactions have been rarely explored to enhance the …

Elucidating the Mechanism of Electrochemical N2 Reduction at the Ru(0001) Electrode

E Tayyebi, Y Abghoui, E Skulason - ACS Catalysis, 2019 - ACS Publications
Density functional theory calculations are used to elucidate the mechanism of the nitrogen
reduction reaction (NRR) in an electrochemical double layer on the Ru (0001) electrode …

Descriptor-based design principle for two-dimensional single-atom catalysts: carbon dioxide electroreduction

H Yuan, Z Li, XC Zeng, J Yang - The journal of physical chemistry …, 2020 - ACS Publications
Single-atom catalysis has recently emerged as a promising approach for catalyzing the
carbon dioxide reduction reaction (CO2RR). In this study, we present a principle for …

Novel two-dimensional MOF as a promising single-atom electrocatalyst for CO2 reduction: A theoretical study

Q Cui, G Qin, W Wang, KR Geethalakshmi, A Du… - Applied Surface …, 2020 - Elsevier
The conversion of CO 2 is very important for alleviating environmental and resource crisis.
Herein, we have systemically investigated a family of emerging 2D metal-organic …

Insight into Catalytic Active Sites on TiO2/RuO2 and SnO2/RuO2 Alloys for Electrochemical CO2 Reduction to CO and Formic Acid

N Atrak, E Tayyebi, E Skulason - ACS Catalysis, 2023 - ACS Publications
Density functional theory calculations are used to analyze and determine the active sites for
CO2 reduction reaction (CO2RR) toward CO and formic acid on TiO2/RuO2 and …