[HTML][HTML] Perspective: Atomistic simulations of water and aqueous systems with machine learning potentials

A Omranpour, P Montero De Hijes, J Behler… - The Journal of …, 2024 - pubs.aip.org
As the most important solvent, water has been at the center of interest since the advent of
computer simulations. While early molecular dynamics and Monte Carlo simulations had to …

Active learning molecular dynamics-assisted insights into ultralow thermal conductivity of two-dimensional covalent organic frameworks

Z Li, H Dong, J Wang, L Liu, JY Yang - … Journal of Heat and Mass Transfer, 2024 - Elsevier
Two-dimensional covalent organic frameworks (2D COFs) are novel materials with high
porosities and large surface areas that are highly sought after for separation technologies …

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 …

Investigation of oxygen vacancy effects on acetic acid adsorption on anatase TiO2 (101)

S Guo, J Wang - Research on Chemical Intermediates, 2024 - Springer
Ketonization is an effective means of eliminating carboxylic acids from bio-oil and increasing
the carbon chain. Oxygen vacancy defects in metal oxides affect the catalytic performance …

Generation of almost rectangular, square, and hexagonal two-dimensional supercells

Y Hinuma - Science and Technology of Advanced Materials …, 2024 - Taylor & Francis
This study outlines procedures to make 2D supercells, of arbitrary crystals and orientations,
with a given size and are almost commensurate with rectanglar, square, or hexagonal …

Infrared reflection absorption spectroscopy with angle selection

D Rath - 2024 - repositum.tuwien.at
Performing Infrared Reflection Absorption Spectroscopy (IRAS) experiments on bulk oxide
single crystals presents a challenge because the highest sensitivity to adsorbates on these …