Quantum and classical dynamics of reactive scattering of H 2 from metal surfaces

GJ Kroes, C Díaz - Chemical Society Reviews, 2016 - pubs.rsc.org
We review the state-of-the art in dynamics calculations on the reactive scattering of H2 from
metal surfaces, which is an important model system of an elementary reaction that is …

[HTML][HTML] Non-adiabatic effects in elementary reaction processes at metal surfaces

M Alducin, RD Muiño, JI Juaristi - Progress in Surface Science, 2017 - Elsevier
Great success has been achieved in the modeling of gas-surface elementary processes by
the use of the Born-Oppenheimer approximation. However, in metal surfaces low energy …

Chemical kinetics and mechanisms of complex systems: A perspective on recent theoretical advances

SJ Klippenstein, VS Pande… - Journal of the American …, 2014 - ACS Publications
This Perspective presents a personal overview of the current status of the theory of chemical
kinetics and mechanisms for complex processes. We attempt to assess the status of the field …

Computational approaches to dissociative chemisorption on metals: towards chemical accuracy

GJ Kroes - Physical Chemistry Chemical Physics, 2021 - pubs.rsc.org
We review the state-of-the-art in the theory of dissociative chemisorption (DC) of small gas
phase molecules on metal surfaces, which is important to modeling heterogeneous catalysis …

SBH17: Benchmark database of barrier heights for dissociative chemisorption on transition metal surfaces

T Tchakoua, N Gerrits, EWF Smeets… - Journal of Chemical …, 2022 - ACS Publications
Accurate barriers for rate controlling elementary reactions on metal surfaces are key to
understanding, controlling, and predicting the rate of heterogeneously catalyzed processes …

Chemically accurate simulation of a polyatomic molecule-metal surface reaction

F Nattino, D Migliorini, GJ Kroes… - The Journal of …, 2016 - ACS Publications
Although important to heterogeneous catalysis, the ability to accurately model reactions of
polyatomic molecules with metal surfaces has not kept pace with developments in gas …

High-dimensional atomistic neural network potentials for molecule–surface interactions: HCl scattering from Au (111)

B Kolb, X Luo, X Zhou, B Jiang… - The journal of physical …, 2017 - ACS Publications
Ab initio molecular dynamics (AIMD) simulations of molecule–surface scattering allow first-
principles characterization of the dynamics. However, the large number of density functional …

Ab Initio Molecular Dynamics Calculations versus Quantum-State-Resolved Experiments on CHD3 + Pt(111): New Insights into a Prototypical Gas–Surface Reaction

F Nattino, H Ueta, H Chadwick… - The journal of …, 2014 - ACS Publications
The dissociative chemisorption of methane on metal surfaces is of fundamental and practical
interest, being a rate-limiting step in the steam reforming process. The reaction is best …

Constructing high-dimensional neural network potential energy surfaces for gas–surface scattering and reactions

Q Liu, X Zhou, L Zhou, Y Zhang, X Luo… - The Journal of …, 2018 - ACS Publications
While the ab initio molecular dynamics (AIMD) approach to gas–surface interaction has
been instrumental in exploring important issues such as energy transfer and reactivity, it is …

Bridging the gap between direct dynamics and globally accurate reactive potential energy surfaces using neural networks

Y Zhang, X Zhou, B Jiang - The Journal of Physical Chemistry …, 2019 - ACS Publications
Direct dynamics simulations become increasingly popular in studying reaction dynamics for
complex systems where analytical potential energy surfaces (PESs) are unavailable. Yet …