[HTML][HTML] Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon

Y Lysogorskiy, C Oord, A Bochkarev, S Menon… - npj computational …, 2021 - nature.com
The atomic cluster expansion is a general polynomial expansion of the atomic energy in
multi-atom basis functions. Here we implement the atomic cluster expansion in the …

Small atomic clusters: quantum chemical research of isomeric composition and physical properties

AS Sharipov, BI Loukhovitski - Structural Chemistry, 2019 - Springer
In this review, we give a brief summary of methodological and computational aspects of
determination of structure and different size-dependent properties of small atomic clusters by …

Activation of CO 2 by supported Cu clusters

SK Iyemperumal, NA Deskins - Physical Chemistry Chemical Physics, 2017 - pubs.rsc.org
Catalytic reduction of carbon dioxide to useful chemicals is a potent way to mitigate this
greenhouse gas, but the challenge lies in finding active reduction catalysts. Using density …

Structural and electrocatalytic properties of copper clusters: A study via deep learning and first principles

X Wang, H Wang, Q Luo, J Yang - The Journal of Chemical Physics, 2022 - pubs.aip.org
Determining the atomic structure of clusters has been a long-term challenge in theoretical
calculations due to the high computational cost of density-functional theory (DFT). Deep …

What Is the Best Size of Subnanometer Copper Clusters for CO2 Conversion to Methanol at Cu/TiO2 Interfaces? A Density Functional Theory Study

H Tao, Y Li, X Cai, H Zhou, Y Li, W Lin… - The Journal of …, 2019 - ACS Publications
The activation and hydrogenation of CO2 at the Cu/TiO2 interfaces that are formed by
depositing subnanometer Cu n (n= 1–8) clusters on TiO2 (110) surfaces have been …

Hierarchical structures and magnetism of Co clusters: a perspective from integration of deep learning and a hybrid differential evolution algorithm

WH Yang, FQ Yu, ZW Guo, R Huang, JR Chen, FQ Gao… - Nanoscale, 2024 - pubs.rsc.org
Theoretically determining the lowest-energy structure of a cluster has been a persistent
challenge due to the inherent difficulty in accurate description of its potential energy surface …

[HTML][HTML] Mechanism of Methanol Synthesis from CO2 Hydrogenation over Cu/γ-Al2O3 Interface: Influences of Surface Hydroxylation

H Zhou, H Jin, Y Li, Y Li, S Huang, W Lin, W Chen… - Catalysts, 2023 - mdpi.com
The adsorption and hydrogenation of carbon dioxide on γ-Al2O3 (110) surface-supported
copper clusters of different sizes are investigated using density functional theory …

Decay processes and radiative cooling of small anionic copper clusters

C Breitenfeldt, K Blaum, MW Froese, S George… - Physical Review A, 2016 - APS
The decay of copper clusters Cu n− with size n= 4− 7, produced in a metal ion sputter
source, was studied in an electrostatic ion-beam trap. The neutral products after electron …

Theoretical Insights into Synergistic Effects at Cu/TiC Interfaces for Promoting CO2 Activation

Y Li, Z Fang, H Zhou, Y Li, B Wang, S Huang, W Lin… - ACS …, 2021 - ACS Publications
The adsorption behaviors of CO2 at the Cu n/TiC (001) interfaces (n= 1–8) have been
investigated using the density functional theory method. Our results reveal that the …

The ground-state structures and spectra of neutral, anionic and cationic copper clusters

XH Ni, D Die, B Zhu - Physica B: Condensed Matter, 2024 - Elsevier
The structures and spectra of Cu nb (n= 3-16; b= 0,±1) clusters have been researched by
means of density functional theory (DFT) coupled with CALYPSO structure prediction …