[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 dynamics from the gas‐phase to surfaces

DJ Auerbach, JC Tully, AM Wodtke - Natural Sciences, 2021 - Wiley Online Library
The field of gas‐phase chemical dynamics has developed superb experimental methods to
probe the detailed outcome of gas‐phase chemical reactions. These experiments inspired …

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 …

Density functional theory for molecule–metal surface reactions: When does the generalized gradient approximation get it right, and what to do if it does not

N Gerrits, EWF Smeets, S Vuckovic… - The journal of …, 2020 - ACS Publications
While density functional theory (DFT) is perhaps the most used electronic structure theory in
chemistry, many of its practical aspects remain poorly understood. For instance, DFT at the …

Charge-transfer-controlled quantum dynamics of HCl dissociation on the Ag/Au (111) bimetallic alloy surface

T Liu, T Peng, B Fu, DH Zhang - The Journal of Physical Chemistry …, 2023 - ACS Publications
Understanding polar molecule dynamics on bimetallic surfaces, especially electropositivity
and electronegativity, remains a challenge. Here, we report the reactivity of HCl on a …

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 …

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 …

Accurate Probabilities for Highly Activated Reaction of Polyatomic Molecules on Surfaces Using a High-Dimensional Neural Network Potential: CHD3 + Cu(111)

N Gerrits, K Shakouri, J Behler… - The journal of physical …, 2019 - ACS Publications
An accurate description of reactive scattering of molecules on metal surfaces often requires
the modeling of energy transfer between the molecule and the surface phonons. Although …

Machine Learning Potentials for Heterogeneous Catalysis

A Omranpour, J Elsner, KN Lausch, J Behler - ACS Catalysis, 2024 - ACS Publications
The production of many bulk chemicals relies on heterogeneous catalysis. The rational
design or improvement of the required catalysts critically depends on insights into the …

Dynamics in reactions on metal surfaces: A theoretical perspective

B Jiang, H Guo - The Journal of Chemical Physics, 2019 - pubs.aip.org
Recent advances in theoretical characterization of reaction dynamics on metal surfaces are
reviewed. It is shown that the widely available density functional theory of metals and their …