Construction of Bituminous Coal Structure via a Molecular Dynamics-Coupled Hybrid Reverse Monte Carlo Approach

Bituminous coal is structurally disordered and chemically heterogeneous, which complicates atomistic construction when models are assembled from representative structural fragments or constrained by limited measurements. Using demineralized, vacuum-dried Shenmu bituminous coal, we developed a molecular dynamics-coupled hybrid reverse Monte Carlo (MD–HRMC) workflow under ReaxFF to construct and validate a three-dimensional periodic atomistic CHONS model containing 10,001 atoms in a 45.6 Å cubic cell (atomic fractions: C 51.27%, H 41.38%, O 6.62%, N 0.53%, and S 0.21%). High-energy synchrotron X-ray total scattering provided an experimental pair distribution function (PDF) as the primary structural constraint, while a ReaxFF-based energetic term penalized chemically implausible local environments. A staged MD–HRMC annealing protocol yielded concurrent stabilization of the PDF misfit and the ReaxFF potential energy, and the resulting model reproduced the experimental PDF over 0–10 Å. An independent comparison with quantitative solid-state 13C NMR and XPS supported the constructed chemical structure, including an aromatic carbon fraction of fa’ = 0.612 compared with the NMR-derived value of 0.57, as well as the predominance of nonoxygenated carbon environments. The constructed structure further revealed medium-range organization characterized by small- to intermediate-sized aromatic domains, locally confined but poorly connected void space, and a dominant covalent skeleton coexisting with a disconnected fragment population. Mean-squared displacement analysis indicated clear dynamical heterogeneity within the model. The resulting model provides an experimentally constrained and chemically validated atomistic representation of Shenmu bituminous coal and may serve as a structurally grounded basis for future refinement of atomistic coal models and for exploring coal structure–behavior relationships at the molecular level.

Authors

Institutions

Publication Details

Journal
ACS Omega
Published
2026-05-17
DOI
https://doi.org/10.1021/acsomega.6c00765
Primary Topic
Coal Properties and Utilization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Construction of Bituminous Coal Structure via a Molecular Dynamics-Coupled Hybrid Reverse Monte Carlo Approach

Z Y Zhang, Long KANG, Xiaonan Yu, Kefeng Yan et al.
ACS Omega
Coal Properties and Utilization
article

Construction of Bituminous Coal Structure via a Molecular Dynamics-Coupled Hybrid Reverse Monte Carlo Approach

Z Y Zhang, Long KANG, Xiaonan Yu, Kefeng Yan, Jiayi Dong
article en

Abstract

Bituminous coal is structurally disordered and chemically heterogeneous, which complicates atomistic construction when models are assembled from representative structural fragments or constrained by limited measurements. Using demineralized, vacuum-dried Shenmu bituminous coal, we developed a molecular dynamics-coupled hybrid reverse Monte Carlo (MD–HRMC) workflow under ReaxFF to construct and validate a three-dimensional periodic atomistic CHONS model containing 10,001 atoms in a 45.6 Å cubic cell (atomic fractions: C 51.27%, H 41.38%, O 6.62%, N 0.53%, and S 0.21%). High-energy synchrotron X-ray total scattering provided an experimental pair distribution function (PDF) as the primary structural constraint, while a ReaxFF-based energetic term penalized chemically implausible local environments. A staged MD–HRMC annealing protocol yielded concurrent stabilization of the PDF misfit and the ReaxFF potential energy, and the resulting model reproduced the experimental PDF over 0–10 Å. An independent comparison with quantitative solid-state 13C NMR and XPS supported the constructed chemical structure, including an aromatic carbon fraction of fa’ = 0.612 compared with the NMR-derived value of 0.57, as well as the predominance of nonoxygenated carbon environments. The constructed structure further revealed medium-range organization characterized by small- to intermediate-sized aromatic domains, locally confined but poorly connected void space, and a dominant covalent skeleton coexisting with a disconnected fragment population. Mean-squared displacement analysis indicated clear dynamical heterogeneity within the model. The resulting model provides an experimentally constrained and chemically validated atomistic representation of Shenmu bituminous coal and may serve as a structurally grounded basis for future refinement of atomistic coal models and for exploring coal structure–behavior relationships at the molecular level.

ACS Omega
University of Science and Technology of China (CN), Chinese Academy of Sciences (CN), Guangzhou Institute of Energy Conversion (CN), Institute of Mining (RU), PRG S&Tech (South Korea), Taiyuan University of Technology (CN)
Openalex Percentile: Top 7%
Coal Properties and Utilization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.