Back to Search Start Over

Ab initiomolecular dynamics with enhanced sampling in heterogeneous catalysis

Authors :
Piccini, GiovanniMaria
Lee, Mal-Soon
Yuk, Simuck F.
Zhang, Difan
Collinge, Greg
Kollias, Loukas
Nguyen, Manh-Thuong
Glezakou, Vassiliki-Alexandra
Rousseau, Roger
Source :
Catalysis Science & Technology; 2022, Vol. 12 Issue: 1 p12-37, 26p
Publication Year :
2022

Abstract

Ab initiomolecular dynamics simulations combined with enhanced sampling techniques are becoming widespread methods to investigate chemical phenomena in catalytic systems. These techniques automatically include finite temperature effects, anharmonicity, and collective dynamics in their robust description of enthalpic and entropic contributions, which can have significant impact on reaction free energy landscapes. This contrasts with standard ab initiostatic approaches that are based on assessing reaction free energies from various coarse-grained descriptions of the reaction potential energy surface. Enhanced sampling ab initiomolecular dynamics opens the way to first principles simulations of systems of increasing complexity like solid/liquid catalytic interfaces. In this work, we aim at guiding the reader through the basis of these techniques, summarizing their fundamental theoretical and practical aspects, and reviewing the relevant literature in the field. After a brief introduction to the problem, we will illustrate the advantage of using molecular simulations to include finite temperature effects, examine the most common ab initiotechniques currently in use, describe their application to solid state heterogeneous catalysts, and finally critically review the most popular enhanced sampling techniques used in computational catalysis.

Details

Language :
English
ISSN :
20444753 and 20444761
Volume :
12
Issue :
1
Database :
Supplemental Index
Journal :
Catalysis Science & Technology
Publication Type :
Periodical
Accession number :
ejs58621870
Full Text :
https://doi.org/10.1039/d1cy01329g