Quantum dynamics of polyatomic dissociative chemisorption on transition metal surfaces: mode specificity and bond selectivity

B Jiang, M Yang, D Xie, H Guo - Chemical Society Reviews, 2016 - pubs.rsc.org
Dissociative chemisorption is the initial and often rate-limiting step in many heterogeneous
processes. As a result, an in-depth understanding of the reaction dynamics of such …

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 …

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 …

Permutation invariant polynomial neural network approach to fitting potential energy surfaces. III. Molecule-surface interactions

B Jiang, H Guo - The Journal of chemical physics, 2014 - pubs.aip.org
The permutation invariant polynomial-neural network (PIP-NN) method for constructing
highly accurate potential energy surfaces (PESs) for gas phase molecules is extended to …

Dynamics of water dissociative chemisorption on Ni (111): Effects of impact sites and incident angles

B Jiang, H Guo - Physical Review Letters, 2015 - APS
The dissociative chemisorption of water on rigid Ni (111) is investigated using a
quasiclassical trajectory method on a nine-dimensional global potential energy surface …

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 …

Testing Electronic Friction Models: Vibrational De-excitation in Scattering of H2 and D2 from Cu(111)

P Spiering, J Meyer - The journal of physical chemistry letters, 2018 - ACS Publications
At present, molecular dynamics with electronic friction (MDEF) is the workhorse model to go
beyond the Born–Oppenheimer approximation in modeling dynamics of molecules at metal …

Reactive scattering of H2 from Cu (100): Comparison of dynamics calculations based on the specific reaction parameter approach to density functional theory with …

L Sementa, M Wijzenbroek, BJ Van Kolck… - The Journal of …, 2013 - pubs.aip.org
We present new experimental and theoretical results for reactive scattering of dihydrogen
from Cu (100). In the new experiments, the associative desorption of H 2 is studied in a …

Interpolation methods for molecular potential energy surface construction

HY Kwon, Z Morrow, CT Kelley… - The Journal of Physical …, 2021 - ACS Publications
The concept of a potential energy surface (PES) is one of the most important concepts in
modern chemistry. A PES represents the relationship between the chemical system's energy …