Simulation strategies for ReaxFF molecular dynamics in coal pyrolysis applications: A review

S Liu, L Wei, Q Zhou, T Yang, S Li, Q Zhou - Journal of Analytical and …, 2023 - Elsevier
Research on pyrolysis mechanisms has attracted significant attention as they can efficiently
assist in coal resource utilization. Although experimental techniques have significant …

A review of recent advances and applications of machine learning in tribology

AT Sose, SY Joshi, LK Kunche, F Wang… - Physical Chemistry …, 2023 - pubs.rsc.org
In tribology, a considerable number of computational and experimental approaches to
understand the interfacial characteristics of material surfaces in motion and tribological …

HPC resources of the higher school of economics

PS Kostenetskiy, RA Chulkevich… - Journal of Physics …, 2021 - iopscience.iop.org
Abstract The National Research University Higher School of Economics launched its HPC
cluster and created a new division named the Supercomputer Simulation Unit. Now the …

Construction of a coal char model and its combustion and gasification characteristics: Molecular dynamic simulations based on ReaxFF

D Hong, L Liu, C Wang, T Si, X Guo - Fuel, 2021 - Elsevier
In present work, an atomistic coal char representation is constructed through the pyrolysis of
the classical Given bituminous coal model using the reactive molecular dynamics (ReaxFF …

Reactive force field (ReaxFF) molecular dynamics investigation of bituminous coal combustion under oxygen-deficient conditions

Y **ao, JF Zeng, JW Liu, X Lu, CM Shu - Fuel, 2022 - Elsevier
The microscopic reactive behaviours of functional groups in the Wiser bituminous coal
model under burning of coal in atmospheres with various O 2 concentrations were simulated …

Molecular dynamics study of sucrose aqueous solutions: From solution structure to transport coefficients

VI Deshchenya, ND Kondratyuk, AV Lankin… - Journal of Molecular …, 2022 - Elsevier
In this work, we study the applicability of the equilibrium molecular dynamics methods for the
prediction of solution structure, equation of state and transport properties of sucrose …

Mechanism of graphene oxide laser reduction at ambient conditions: Experimental and ReaxFF study

ND Orekhov, JV Bondareva, DO Potapov… - Carbon, 2022 - Elsevier
Search for a cheap and efficient route of graphene fabrication is still far from its conclusion,
and reduction of graphene oxide (GO) is considered one of the most promising ways to …

Atomistic structure and anomalous heat capacity of low-density liquid carbon: Molecular dynamics study with machine learning potential

N Orekhov, M Logunov - Carbon, 2022 - Elsevier
Liquid carbon remains the source of several unsolved questions related to its structure and
region of thermodynamic stability. Experiments demonstrate a drastic decrease in the …

Predicting char yield of high-temperature resins

JR Gissinger, SR Zavada, JG Smith, J Kemppainen… - Carbon, 2023 - Elsevier
A simulation technique has been developed for predicting the char yield of organic resins
during high-temperature processing. In silico methods can aid in the screening of new …

Graphitization of low-density amorphous carbon for electrocatalysis electrodes from ReaxFF reactive dynamics

MD Hossain, Q Zhang, T Cheng, WA Goddard III, Z Luo - Carbon, 2021 - Elsevier
We predict the three-dimensional structure of amorphous carbon generated by heating
diamond superlattice at 6000 K with rapid quenching from the liquid phase for densities …