[HTML][HTML] Classical and reactive molecular dynamics: Principles and applications in combustion and energy systems

Q Mao, M Feng, XZ Jiang, Y Ren, KH Luo… - Progress in Energy and …, 2023 - Elsevier
Molecular dynamics (MD) has evolved into a ubiquitous, versatile and powerful
computational method for fundamental research in science branches such as biology …

O2 Activation by Metal Surfaces: Implications for Bonding and Reactivity on Heterogeneous Catalysts

MM Montemore, MA Van Spronsen, RJ Madix… - Chemical …, 2017 - ACS Publications
The activation of O2 on metal surfaces is a critical process for heterogeneous catalysis and
materials oxidation. Fundamental studies of well-defined metal surfaces using a variety of …

Active learning of reactive Bayesian force fields applied to heterogeneous catalysis dynamics of H/Pt

J Vandermause, Y **e, JS Lim, CJ Owen… - Nature …, 2022 - nature.com
Atomistic modeling of chemically reactive systems has so far relied on either expensive ab
initio methods or bond-order force fields requiring arduous parametrization. Here, we …

Copper Nanowires for Electrochemical CO2 Reduction Reaction

W Lin, A Ghulam Nabi, M Palma… - ACS Applied Nano …, 2024 - ACS Publications
A promising carbon capture and utilization strategy is the electrochemical reduction of CO2
(eCO2R) to value-added chemicals. Critical to the success of this approach is the …

Development of a ReaxFF reactive force field for the Pt–Ni alloy catalyst

YK Shin, L Gai, S Raman… - The Journal of Physical …, 2016 - ACS Publications
We developed the ReaxFF force field for Pt/Ni/C/H/O interactions, specifically targeted for
heterogeneous catalysis application of the Pt–Ni alloy. The force field is trained using the …

Modeling and simulations for 2D materials: a ReaxFF perspective

N Nayir, Q Mao, T Wang, M Kowalik, Y Zhang… - 2D …, 2023 - iopscience.iop.org
Recent advancements in the field of two-dimensional (2D) materials have led to the
discovery of a wide range of 2D materials with intriguing properties. Atomistic-scale …

Atomistic insights into the oxidation of flat and stepped platinum surfaces using large-scale machine learning potential-based grand-canonical Monte Carlo

J Xu, W **e, Y Han, P Hu - ACS Catalysis, 2022 - ACS Publications
Understanding catalyst surface structure changes under reactive conditions has become an
important topic with the increasing interest in operando measurement and modeling. In this …

Insight into sodium storage behaviors in hard carbon by reaxff molecular dynamics simulation

J Li, C Peng, J Li, J Wang, H Zhang - Energy & Fuels, 2022 - ACS Publications
The uncertainty in the Na-storage behaviors has seriously prevented the optimization of
hard carbon electrodes, while molecular simulations can provide some unique research …

A Reaxff reactive force-field for proton transfer reactions in bulk water and its applications to heterogeneous catalysis

ACT Van Duin, C Zou, K Joshi, V Bryantsev… - 2024 - books.rsc.org
Water is essential to the very existence of life, playing an important role in a myriad of
physical, chemical, and biological processes. Despite having a simple molecular structure, it …

Automatic proposal of multistep reaction mechanisms using a graph-driven search

I Ismail, HBVA Stuttaford-Fowler… - The Journal of …, 2019 - ACS Publications
Proposing and testing mechanistic hypotheses stands as one of the key applications of
contemporary computational chemistry. In the majority of computational mechanistic …