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112 Results Found

  • Article
  • Open Access
12 Citations
4,275 Views
16 Pages

31 December 2021

In this manuscript, we use a combination of Car–Parrinello molecular dynamics (CPMD) and ReaxFF reactive molecular dynamics (ReaxFF-MD) simulations to study the brown coal–water interactions and coal oxidation. Our Car–Parrinello mo...

  • Article
  • Open Access
1,355 Views
11 Pages

In Silico Exfoliation of ReaxFF Graphite—Temperature, Speed, Angle Dependence, and the Effect of Gold Overlayer

  • Teruki Ando,
  • Seiya Yokokura,
  • Hiroki Waizumi,
  • Hironori Suzuki,
  • Kenji Kawashima and
  • Toshihiro Shimada

7 August 2025

Exfoliation of layered materials is an important technique for preparing atomic-layer materials. To provide fundamental mechanistic insights for optimizing this process, we investigated the exfoliation process of nano graphite using molecular dynamic...

  • Article
  • Open Access
1 Citations
1,833 Views
11 Pages

3 February 2025

OH* generated through plasma catalysis offers several advantages, including a long survival time, high modification efficiency, and environmental friendliness. Consequently, a plasma-assisted polishing technology has rapidly developed. Previous studi...

  • Article
  • Open Access
2 Citations
1,370 Views
17 Pages

22 March 2025

A significant challenge during the polymer-to-ceramic pyrolysis conversion is to understand the polymer-to-ceramic atomic evolution and correlate the composition changes with the precursor molecular structures, pyrolysis conditions, and resulting cer...

  • Article
  • Open Access
3 Citations
1,940 Views
19 Pages

Insight into the Pyrolysis Behaviors of Petroleum-Driven Mesophase Pitch via ReaxFF Molecular Dynamics and In Situ TG-FTIR/MS

  • Lingyan Qin,
  • Li Zhao,
  • Bo Yuan,
  • Hongwei Wang,
  • Guojie Liang,
  • Kai Li,
  • Qiang Xie and
  • Lele Gong

31 October 2024

Mesophase pitch is regarded as a profoundly promising candidate for the production of advanced carbon-based multifunctional materials such as carbon fibers, carbon microspheres, and carbon foams owing to its excellent intrinsic properties. Consequent...

  • Article
  • Open Access
6 Citations
3,539 Views
9 Pages

The Effect of Crystal Seeds on Calcium Carbonate Ion Pair Formation in Aqueous Solution: A ReaxFF Molecular Dynamics Study

  • Zhengjiang Wang,
  • Yang Yang,
  • Qi Jiang,
  • Dalong Hu,
  • Jiawei Li,
  • Yan Su,
  • Jing Wang,
  • Yajuan Li,
  • Wenbin Xing and
  • Bin Zheng
  • + 2 authors

29 October 2022

The effect of crystal seeds on calcium carbonate (CaCO3) cluster formation in aqueous solution is of interest in the fields of geochemistry, inorganic chemistry, atmospheric science, biomedicine, biomineralization, and tissue engineering. Due to an i...

  • Article
  • Open Access
9 Citations
2,862 Views
12 Pages

Design of Multi-Layer Graphene Membrane with Descending Pore Size for 100% Water Desalination by Simulation Using ReaxFF

  • Qusai Ibrahim,
  • Rokhsareh Akbarzadeh,
  • Salem S. Gharbia and
  • Patrick Gathura Ndungu

25 October 2022

The performance of a desalination membrane depends on a specific pore size suitable for both water permeability and salt rejection. To increase membrane permeability, the applied pressure should be increased, which creates the need to improve membran...

  • Article
  • Open Access
4 Citations
3,763 Views
18 Pages

A Molecular Understanding of the Flame Retardant Mechanism of Zinc Stannate/Polypropylene Composites via ReaxFF Simulations

  • Jun Li,
  • Meilin Zhu,
  • Chang Geng,
  • Yingjie Yuan,
  • Zewei Fu,
  • Shu Yan,
  • Rou Feng,
  • Yingwu Wang,
  • Ying Zhou and
  • Hongcun Bai
  • + 2 authors

As an important new flame retardant, zinc stannate (ZS) shows wide application prospects due to its many advantages. However, the flame retardant mechanism of composites made with polymer combined with ZS is still unclear. In particular, there is a l...

  • Article
  • Open Access
3 Citations
2,000 Views
19 Pages

Study on the Effects and Mechanism of Temperature and AO Flux Density in the AO Interaction with Upilex-S Using the ReaxFF Method

  • Shiying Qiao,
  • Haifu Jiang,
  • Ruiqiong Zhai,
  • Yuming Liu,
  • Tao Li,
  • Yanlin Xu and
  • Lixiang Jiang

12 September 2023

Atomic oxygen (AO), which is one of the most predominant and conspicuous space environmental factors in the low earth orbit, leads to severe deterioration of polymeric materials in spacecraft. The AO flux density and ambient temperature vary while a...

  • Article
  • Open Access
2 Citations
2,298 Views
14 Pages

27 September 2023

The relationship between structure and reactivity plays a dominant role in water dissociation on the various TiO2 crystallines. To observe the adsorption and dissociation behavior of H2O, the reaction force field (ReaxFF) is used to investigate the d...

  • Article
  • Open Access
21 Citations
4,163 Views
14 Pages

9 August 2021

We report a reactive molecular dynamic (ReaxFF-MD) study using the newly parameterized ReaxFF-lg reactive force field to explore the initial decomposition mechanism of 3-Nitro-1,2,4-triazol-5-one (NTO) under shock loading (shock velocity >6 km/s)....

  • Article
  • Open Access
4 Citations
2,429 Views
16 Pages

31 March 2024

The combination of Al nanoparticles (ANPs) as fuel and H2O2 as oxidizer is a potential green space propellant. In this research, reactive force field molecular dynamics (ReaxFF-MD) simulations were used to study the influence of water addition on the...

  • Article
  • Open Access
12 Citations
4,652 Views
12 Pages

Atomistic-Scale Simulations on Graphene Bending Near a Copper Surface

  • Malgorzata Kowalik,
  • Md Jamil Hossain,
  • Aditya Lele,
  • Wenbo Zhu,
  • Riju Banerjee,
  • Tomotaroh Granzier-Nakajima,
  • Mauricio Terrones,
  • Eric W. Hudson and
  • Adri C. T. van Duin

4 February 2021

Molecular insights into graphene-catalyst surface interactions can provide useful information for the efficient design of copper current collectors with graphitic anode interfaces. As graphene bending can affect the local electron density, it should...

  • Review
  • Open Access
25 Citations
7,371 Views
21 Pages

25 August 2023

Biochar is a carbon-rich solid produced during the thermochemical processes of various biomass feedstocks. As a low-cost and environmentally friendly material, biochar has multiple significant advantages and potentials, and it can replace more expens...

  • Article
  • Open Access
15 Citations
4,509 Views
11 Pages

5 January 2020

Cellulosic insulation paper is usually used in oil-immersed transformer insulation systems. In this study, the molecular dynamics method based on reaction force field (ReaxFF) was used to simulate the pyrolysis process of a cellobiose molecular model...

  • Article
  • Open Access
8 Citations
4,859 Views
19 Pages

Thermal Boundary Characteristics of Homo-/Heterogeneous Interfaces

  • Koen Heijmans,
  • Amar Deep Pathak,
  • Pablo Solano-López,
  • Domenico Giordano,
  • Silvia Nedea and
  • David Smeulders

26 April 2019

The interface of two solids in contact introduces a thermal boundary resistance (TBR), which is challenging to measure from experiments. Besides, if the interface is reactive, it can form an intermediate recrystallized or amorphous region, and extra...

  • Article
  • Open Access
16 Citations
5,741 Views
11 Pages

21 May 2022

Intergranular corrosion is the most common corrosion phenomenon in Fe-based alloys. To better understand the mechanism of intergranular corrosion, the influence of grain boundaries on Fe-H2O interfacial corrosion was studied using molecular dynamics...

  • Article
  • Open Access
2 Citations
2,366 Views
16 Pages

6 September 2022

1,3,3-Trinitroazetidine (TNAZ) has good thermal stability and low shock sensitivity, among other properties, and it has broad prospects in insensitive ammunition applications. In this study, a molecular dynamics calculation based on the ReaxFF-lg for...

  • Article
  • Open Access
6 Citations
2,564 Views
18 Pages

14 November 2022

The paper/oil system is the main component of transformer insulation. Indicator plays a vital role in assessing the aging condition of local hot spots of transformer insulation paper. The cellulosic insulating paper is mainly composed of cellobiose....

  • Review
  • Open Access
17 Citations
5,158 Views
20 Pages

28 February 2022

Energetic molecular crystals are widely applied for military and civilian purposes, and molecular forcefields (FF) are indispensable for treating the microscopic issues therein. This article reviews the three types of molecular FFs that are applied w...

  • Article
  • Open Access
9 Citations
4,684 Views
11 Pages

9 June 2022

Flue gas produced by biomass fuel combustion contains various chlorine-containing substances and is an important factor causing biomass boiler corrosion. The corrosion processes of chlorine, hydrogen chloride and water on iron covered with an intact/...

  • Article
  • Open Access
1 Citations
2,772 Views
12 Pages

12 November 2023

EPI-X4, an endogenous peptide inhibitor, has exhibited potential as a blocker of CXCR4—a G protein-coupled receptor. This unique inhibitor demonstrates the ability to impede HIV-1 infection and halt CXCR4-dependent processes such as tumor cell...

  • Article
  • Open Access
5 Citations
2,039 Views
14 Pages

18 July 2024

As an emerging environmentally friendly fuel, biodiesel has excellent fuel properties comparable to those of petrochemical diesel. Oleic acid methyl ester, as the main component of biodiesel, has the characteristics of high cetane number and low emis...

  • Review
  • Open Access
3 Citations
3,025 Views
29 Pages

As the solid waste by-product from the delayed coking process, high-sulfur petroleum coke (HSPC), which is hardly used for green utilization, becomes a promising raw material for Hg0 removal from coal-fired flue gas. The effects of the physical&ndash...

  • Review
  • Open Access
604 Views
25 Pages

Molecular Dynamics Simulation of Nano-Aluminum: A Review on Oxidation, Structure Regulation, and Energetic Applications

  • Dihua Ouyang,
  • Xin Chen,
  • Qiantao Zhang,
  • Chunpei Yu,
  • He Cheng,
  • Weiqiang Pang and
  • Jieshan Qiu

5 January 2026

Nano-aluminum (nAl), characterized by its high combustion enthalpy and enhanced reactivity, serves as a critical component in advanced energetic materials like solid propellants and micro-ignition devices. However, the atomic-scale mechanisms governi...

  • Article
  • Open Access
1 Citations
1,747 Views
19 Pages

Simulation of the Pyrolysis Process of Cyclohexane-Containing Semi-Aromatic Polyamide Based on ReaxFF-MD

  • Xiaotong Zhang,
  • Yuanbo Zheng,
  • Qian Zhang,
  • Kai Wu,
  • Qinwei Yu and
  • Jianming Yang

6 June 2025

Cyclohexane-containing semi-aromatic polyamides (c-SaPA) exhibit excellent comprehensive properties. Existing studies predominantly focus on synthesis and modification, while fundamental investigations into pyrolysis mechanisms remain limited, which...

  • Feature Paper
  • Article
  • Open Access
8 Citations
2,874 Views
24 Pages

12 December 2022

Kapton film is a polymeric material widely used on low-Earth-orbit (LEO) spacecraft surfaces. In the LEO environment, atomic oxygen (AO) is spaceflight materials’ most destructive environmental factor. The erosion mechanism of AO on Kapton film...

  • Article
  • Open Access
11 Citations
3,465 Views
19 Pages

Comparative Studies on Thermal Decompositions of Dinitropyrazole-Based Energetic Materials

  • Jing Zhou,
  • Chongmin Zhang,
  • Huan Huo,
  • Junlin Zhang,
  • Zihui Meng,
  • Tao Yu,
  • Yingzhe Liu,
  • Xiaolong Fu,
  • Lili Qiu and
  • Bozhou Wang

19 November 2021

Dinitropyrazole is an important structure for the design and synthesis of energetic materials. In this work, we reported the first comparative thermal studies of two representative dinitropyrazole-based energetic materials, 4-amino-3,5-dinitropyrazol...

  • Article
  • Open Access
12 Citations
2,886 Views
12 Pages

Nanomechanical Behavior of Pentagraphyne-Based Single-Layer and Nanotubes through Reactive Classical Molecular Dynamics

  • José Moreira de Sousa,
  • Wjefferson Henrique da Silva Brandão,
  • Weverson Lucas Aguiar Paula Silva,
  • Luiz Antônio Ribeiro Júnior,
  • Douglas Soares Galvão and
  • Marcelo Lopes Pereira Júnior

15 November 2023

A novel 2D carbon allotrope, pentagraphyne (PG-yne), was introduced in a recent theoretical study. This unique structure is derived from pentagraphene by incorporating acetylenic linkages between sp3 and sp2 hybridized carbon atoms. Given its intrigu...

  • Article
  • Open Access
37 Citations
5,907 Views
13 Pages

Molecular Dynamics Simulations on the Thermal Decomposition of Meta-Aramid Fibers

  • Fei Yin,
  • Chao Tang,
  • Qian Wang,
  • Xiong Liu and
  • Yujing Tang

21 June 2018

The thermal decomposition mechanism of a meta-aramid fiber was simulated at the atomic level using the ReaxFF reactive force field. The simulation results indicated that the main initial decomposition positions of the meta-aramid fiber elements were...

  • Article
  • Open Access
5 Citations
2,707 Views
14 Pages

The Catalytic Effect of Pt on Lignin Pyrolysis: A Reactive Molecular Dynamics Study

  • Weiming Zhan,
  • Kejiang Li,
  • Rita Khanna,
  • Yuri Konyukhov,
  • Zeng Liang,
  • Yushan Bu,
  • Zhen Sun,
  • Chunhe Jiang and
  • Jianliang Zhang

19 April 2024

Lignin is the second-largest renewable resource in nature, second only to cellulose. Lignin is one of the most significant components of biomass, and it determines the behaviour of biomass in many thermochemical processes. However, limited studies ha...

  • Article
  • Open Access
3 Citations
2,278 Views
19 Pages

Reaction Molecular Dynamics Study on the Mechanism of Alkali Metal Sodium at the Initial Stage of Naphthalene Pyrolysis Evolution

  • Di Wu,
  • Heming Dong,
  • Jiyi Luan,
  • Qian Du,
  • Jianmin Gao,
  • Dongdong Feng,
  • Yu Zhang,
  • Ziqi Zhao and
  • Dun Li

25 August 2023

In order to study the role of metal sodium in the spray pyrolysis of biomass tar, this paper designs a sodium-containing naphthalene pyrolysis system (NSS) and a pure naphthalene pyrolysis system (PNS) using naphthalene as the carbon source and sodiu...

  • Article
  • Open Access
20 Citations
4,149 Views
8 Pages

9 May 2019

Early hydration of tricalcium silicate (C3S) has received great attention over the years due to the increased use of composite cement with a reduced number of clinker phases, especially the addition of what should be very reactive C3S to guarantee ea...

  • Article
  • Open Access
1 Citations
918 Views
14 Pages

10 November 2025

Scalable and low-cost graphene synthesis remains a critical challenge for applications in energy storage, sensing, and beyond. Laser-induced graphene (LIG), produced by the rapid local carbonization of polymers like polyimide using laser irradiation,...

  • Article
  • Open Access
1,464 Views
15 Pages

Degradation of polyethylene and polystyrene was studied theoretically using reactive molecular dynamics based on the ReaxFF force field. The degradation reactions were carried out on nanoparticles (approximately 2 nm in diameter) composed of ideal lo...

  • Article
  • Open Access
3 Citations
3,177 Views
13 Pages

On the Mechanical Properties and Fracture Patterns of Biphenylene-Based Nanotubes: A Reactive Molecular Dynamics Study

  • Hudson Rodrigues Armando,
  • Wiliam Ferreira Giozza,
  • Luiz Antonio Ribeiro Junior and
  • Marcelo Lopes Pereira Junior

6 May 2024

Carbon-based materials have garnered significant attention since the groundbreaking synthesis of graphene. The exploration of novel 2D carbon allotropes has led to the discovery of materials with intrinsic properties distinct from graphene. Within th...

  • Article
  • Open Access
36 Citations
5,005 Views
29 Pages

13 June 2021

The impact on the mechanical properties of an epoxy resin reinforced with pristine graphene nanoplatelets (GNP), highly concentrated graphene oxide (GO), and functionalized graphene oxide (FGO) has been investigated in this study. Molecular dynamics...

  • Article
  • Open Access
8 Citations
5,601 Views
24 Pages

11 June 2018

The earliest stages of annealing of graphitizable anthracene coke and non-graphitizable sucrose char were observed by rapid heating with a CO2 laser. Structural transformations were observed with transmission electron microscopy. Anthracene coke and...

  • Article
  • Open Access
11 Citations
4,219 Views
16 Pages

4 January 2024

Polyamines have become important chemical components used in several integrated circuit manufacturing processes, such as etching, chemical mechanical polishing (CMP), and cleaning. Recently, researchers pointed out that polyamines can be excellent en...

  • Article
  • Open Access
18 Citations
6,048 Views
14 Pages

Multiscale Simulation on Product Distribution from Pyrolysis of Styrene-Butadiene Rubber

  • Shengwei Deng,
  • Han Zhuo,
  • Yinbin Wang,
  • Shuai Leng,
  • Guilin Zhuang,
  • Xing Zhong,
  • Zhongzhe Wei,
  • Zihao Yao and
  • Jian-guo Wang

29 November 2019

Pyrolysis of styrene-butadiene rubber receives renewed attention due to its application in tackling the waste tire disposal problem while allowing energy recovery. The density functional theory calculation (DFT) and ReaxFF molecular dynamics simulati...

  • Article
  • Open Access
3 Citations
3,278 Views
14 Pages

Through molecular dynamics (MD) simulations with ReaxFF potential, the effects of chemical contaminants on the mechano-chemical properties and tribological performance of perfluoropolyether (PFPE) lubricants were investigated. For the two types of co...

  • Article
  • Open Access
8 Citations
3,122 Views
13 Pages

11 June 2022

Microcracks inevitably appear on the SiC wafer surface during conventional thinning. It is generally believed that the damage-free surfaces obtained during chemical reactions are an effective means of inhibiting and eliminating microcracks. In our pr...

  • Article
  • Open Access
2,028 Views
13 Pages

17 January 2025

Coal tar, a by-product of the pyrolysis of coal, is rich in aromatic compounds that have the potential to facilitate the synthesis of graphene, a high-quality carbon material, via low-temperature chemical vapor deposition (CVD). This approach offers...

  • Article
  • Open Access
11 Citations
3,246 Views
14 Pages

Dissolution of β-C2S Cement Clinker: Part 1 Molecular Dynamics (MD) Approach for Different Crystal Facets

  • Khondakar Mohammad Salah Uddin,
  • Mohammadreza Izadifar,
  • Neven Ukrainczyk,
  • Eduardus Koenders and
  • Bernhard Middendorf

14 September 2022

A major concern in the modern cement industry is considering how to minimize the CO2 footprint. Thus, cements based on belite, an impure clinker mineral (CaO)2SiO2 (C2S in cement chemistry notation), which forms at lower temperatures, is a promising...

  • Article
  • Open Access
110 Citations
10,127 Views
17 Pages

Hydrolytic Degradation of Polylactic Acid Fibers as a Function of pH and Exposure Time

  • Radhika Vaid,
  • Erol Yildirim,
  • Melissa A. Pasquinelli and
  • Martin W. King

13 December 2021

Polylactic acid (PLA) is a widely used bioresorbable polymer in medical devices owing to its biocompatibility, bioresorbability, and biodegradability. It is also considered a sustainable solution for a wide variety of other applications, including pa...

  • Article
  • Open Access
1,701 Views
15 Pages

Molecular Dynamics Simulations Guide the Gasification Process of Carbon-Supported Nickel Catalysts in Biomass Supercritical Water

  • Yuhui Wu,
  • Liang Wu,
  • Fan Liu,
  • Yue Qiu,
  • Runqiu Dong,
  • Jingwei Chen,
  • Daoxiu Liu,
  • Le Wang and
  • Lei Yi

24 August 2024

In this study, the Density Functional Theory (DFT) Calculations for Molecules and Clusters—ADF module is employed to model carbon-supported nickel catalysts and lignin monomers, integrating the ReaxFF module to simulate molecular dynamics under...

  • Article
  • Open Access
7 Citations
2,242 Views
17 Pages

Microscopic Chemical Reaction Mechanism and Kinetic Model of Al/PTFE

  • Mengmeng Guo,
  • Xiangrong Li,
  • Yongkang Chen and
  • Haifu Wang

22 May 2024

In order to study the microscopic reaction mechanism and kinetic model of Al/PTFE, a reactive force field (ReaxFF) was used to simulate the interface model of the Al/PTFE system with different oxide layer thicknesses (0 Å, 5 Å, 10 Å...

  • Article
  • Open Access
12 Citations
3,116 Views
20 Pages

15 March 2022

High thermal conductivity insulating materials with excellent comprehensive properties can be obtained by doping boron nitride nanosheets (BNNSs) into polyimide (PI). To study the microscopic mechanism of composite material decomposition in an actual...

  • Article
  • Open Access
844 Views
23 Pages

Kinetically Assisted Chemical Removal of Organic Contaminants by Reactive Oxygen Species: Insights from ReaxFF Molecular Dynamics Simulations

  • Zixu Wang,
  • Yuhai Li,
  • Peng Zhang,
  • Fei Wang,
  • Laixi Sun,
  • Qingshun Bai,
  • Mingzhi Zhu and
  • Baoxu Wang

7 October 2025

Organic contaminants on optical components critically impair intense laser systems. Oxygen plasma cleaning is a promising non-contact method, yet the mechanism by which the initial kinetic energy of reactive oxygen species assists chemically driven r...

  • Article
  • Open Access
30 Citations
9,165 Views
19 Pages

An Atomistic Carbide-Derived Carbon Model Generated Using ReaxFF-Based Quenched Molecular Dynamics

  • Matthew W. Thompson,
  • Boris Dyatkin,
  • Hsiu-Wen Wang,
  • C. Heath Turner,
  • Xiahan Sang,
  • Raymond R. Unocic,
  • Christopher R. Iacovella,
  • Yury Gogotsi,
  • Adri C. T. Van Duin and
  • Peter T. Cummings

23 October 2017

We report a novel atomistic model of carbide-derived carbons (CDCs), which are nanoporous carbons with high specific surface areas, synthesis-dependent degrees of graphitization, and well-ordered, tunable porosities. These properties make CDCs viable...

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