The DOI matches its Crossref record; 41 of the 41 references it cites were found in a registry or an index.
Initial reaction mechanisms of cellulose pyrolysis revealed by ReaxFF molecular dynamics
Open accessAbstract
Abstract Mechanism investigation of cellulose pyrolysis is remarkably useful for efficient utilization of biomass. In this paper, a new methodology rooted in the first GPU enabled ReaxFF MD simulation program (GMD-Reax) and the unique cheminformatics based reaction analysis tool (VARxMD) was employed to investigate the initial reaction mechanism of cellulose pyrolysis. Both the overall spectrum product evolution and underlying detailed chemical reactions of cellulose pyrolysis have been revealed. A reaction scheme of cellulose pyrolysis with detailed reaction pathways for major pyrolyzates has been obtained that is not readily accessible by experiments. The simulated evolution tendencies of the major pyrolysis products (glycolaldehyde, levoglucosan and water) with temperature at 500–1400 K agrees well with the Py-GC/MS experimental observations at 673–1073 K. Compared with the large temperature discrepancy imposed by the widely used simulation strategy of artificially increased temperature in ReaxFF MD, the very close temperature range between the simulations and experiments suggests that cellulose is a good model system to validate the ReaxFF force field in predicting the behavior and chemistry events in pyrolysis of complex molecular systems. The computational approach of large model simulation facilitated by efficient computation of GMD-Reax, and chemical reaction analysis capability of VARxMD can shed new light on the detailed chemical mechanisms of pyrolysis for cellulose and other biomass.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Unified Approach for Molecular Dynamics and Density-Functional Theory
Car, R., & Parrinello, M. (1985) · Physical Review Letters · doi:10.1103/physrevlett.55.2471 · Cited by 10,754
Synthesis of Transportation Fuels from Biomass: Chemistry, Catalysts, and Engineering
Huber, G. W., Iborra, S., & Corma, A. (2006) · Chemical Reviews · doi:10.1021/cr068360d · Cited by 7,664
ReaxFF: A Reactive Force Field for Hydrocarbons
van Duin, A. C. T., Dasgupta, S., Lorant, F., & Goddard, W. A. (2001) · The Journal of Physical Chemistry A · doi:10.1021/jp004368u · Cited by 6,402
Pyrolysis of Wood/Biomass for Bio-oil: A Critical Review
Mohan, D., Pittman, C. U., & Steele, P. H. (2006) · Energy & Fuels · doi:10.1021/ef0502397 · Cited by 5,663
Brenner, D. W. (1990) · Physical Review B · doi:10.1103/physrevb.42.9458 · Cited by 4,030
Charge equilibration for molecular dynamics simulations
Rappe, A. K., & Goddard, W. A. (1991) · The Journal of Physical Chemistry · doi:10.1021/j100161a070 · Cited by 3,465
Park, S., Baker, J. O., Himmel, M. E., Parilla, P. A., & Johnson, D. K. (2010) · Biotechnology for Biofuels · doi:10.1186/1754-6834-3-10 · Cited by 3,395
ReaxFF Reactive Force Field for Molecular Dynamics Simulations of Hydrocarbon Oxidation
Chenoweth, K., van Duin, A. C. T., & Goddard, W. A. (2008) · The Journal of Physical Chemistry A · doi:10.1021/jp709896w · Cited by 2,697
Dreizler, R. M., & Gross, E. K. U. (1990) · Springer eBooks · doi:10.1007/978-3-642-86105-5 · Cited by 2,570
Fast pyrolysis processes for biomass
Bridgwater, A. (2000) · Renewable and Sustainable Energy Reviews · doi:10.1016/s1364-0321(99)00007-6 · Cited by 1,751
Cited by
A Review of Recent Advances in Biomass Pyrolysis
Wang, G., Dai, Y., Yang, H., Xiong, Q., Wang, K., Zhou, J., Li, Y., & Wang, S. (2020) · Energy & Fuels · doi:10.1021/acs.energyfuels.0c03107 · Cited by 597
Dai, L., Wang, Y., Liu, Y., He, C., Ruan, R., Yu, Z., Jiang, L., Zeng, Z., & Wu, Q. (2020) · Science of The Total Environment · doi:10.1016/j.scitotenv.2020.142386 · Cited by 264
Molecular-level driving forces in lignocellulosic biomass deconstruction for bioenergy
Petridis, L., & Smith, J. C. (2018) · Nature Reviews Chemistry · doi:10.1038/s41570-018-0050-6 · Cited by 228
Recent Progress in Quantum Chemistry Modeling on the Pyrolysis Mechanisms of Lignocellulosic Biomass
Hu, B., Zhang, B., Xie, W.-L., Jiang, X.-Y., Liu, J., & Lu, Q. (2020) · Energy & Fuels · doi:10.1021/acs.energyfuels.0c01948 · Cited by 161
Paajanen, A., Rinta-Paavola, A., & Vaari, J. (2021) · Cellulose · doi:10.1007/s10570-021-04084-2 · Cited by 51
Metadata
- Authors
- Zheng, M., Wang, Z., Li, X., Qiao, X., Song, W., & Guo, L.
- Venue
- Fuel
- Publisher
- Elsevier BV
- Published
- 2016-08
- Volume
- 177
- Pages
- 130-141
- ISSN
- 0016-2361 (ISSN-L)
- OpenAlex
- W2293839363
- Cited by
- 319
- References
- 41
- FWCI
- 8.06
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Initial reaction mechanisms of cellulose pyrolysis revealed by ReaxFF molecular dynamics. https://app.cochat.ai/papers/10.1016/j.fuel.2016.03.008
- The paper
- Zheng, M., Wang, Z., Li, X., Qiao, X., Song, W., & Guo, L. (2016). Initial reaction mechanisms of cellulose pyrolysis revealed by ReaxFF molecular dynamics. Fuel. https://doi.org/10.1016/j.fuel.2016.03.008
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.