The DOI matches its Crossref record; 27 of the 27 references it cites were found in a registry or an index.
Aligning multilayer graphene flakes with an external electric field to improve multifunctional properties of epoxy nanocomposites
Open accessAbstract
The increasing demand for multifunctional polymer nanocomposites calls for new technologies to simultaneously enhance mechanical, electrical, and thermal properties. This paper presents the use of an alternating-current electric field to align graphene nanoplatelets (GnPs) in an epoxy polymer. Theoretical modeling of the alignment process has identified the key parameters that control the rotation and chain-formation of the GnPs. Experimental results reveal that the resulting nanocomposites exhibit anisotropic properties with significantly improved electrical and thermal conductivities in the alignment direction, and dramatically increased fracture toughness when the GnPs are aligned transverse to the crack growth direction. In particular, compared to the unmodified epoxy polymer, the alignment of the GnPs yields up to about 7–8 orders of magnitude improvement in the electrical conductivity, up to approximately 60% increase in the thermal conductivity, and up to a nearly 900% increase in the mode I fracture toughness. The dramatic improvement in the fracture toughness is attributed to multiple intrinsic and extrinsic toughening mechanisms including microcracking, pinning, deflection and branching of the crack, and rupture and pull-out of the GnPs. Such major improvement in the toughness arises from GnPs being transversely aligned to the crack growth direction exhibiting increased interactions with the advancing crack tip.
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
Geim, A. K., & Novoselov, K. S. (2007) · Nature Materials · doi:10.1038/nmat1849 · Cited by 39,979
Graphene-based composite materials
Stankovich, S., Dikin, D. A., Dommett, G. H. B., Kohlhaas, K. M., Zimney, E. J., Stach, E. A., Piner, R. D., Nguyen, S. T., & Ruoff, R. S. (2006) · Nature · doi:10.1038/nature04969 · Cited by 12,922
Enhanced Mechanical Properties of Nanocomposites at Low Graphene Content
Reif, J., Rafiee, J., Wang, Z., Song, H., Yu, Z.-Z., & Koratkar, N. (2009) · ACS Nano · doi:10.1021/nn9010472 · Cited by 2,890
Jones, T. B. (1995) · doi:10.1017/cbo9780511574498 · Cited by 2,786 · cited 1×
“When an inclusion is subjected to a sinusoidal alternating electric field (E 1⁄4 E0 sin xt), the torque acting on it is given by [31]:”
BackgroundBerg, H. C. (2025) · Princeton University Press eBooks · doi:10.1515/9780691279886 · Cited by 2,367
Dispersion and alignment of carbon nanotubes in polymer matrix: A review
XIE, X., MAI, Y., & ZHOU, X. (2005) · Materials Science and Engineering: R: Reports · doi:10.1016/j.mser.2005.04.002 · Cited by 1,960
The effect of graphene dispersion on the mechanical properties of graphene/epoxy composites
Tang, L.-C., Wan, Y.-J., Yan, D., Pei, Y.-B., Zhao, L., Li, Y.-B., Wu, L.-B., Jiang, J.-X., & Lai, G.-Q. (2013) · Carbon · doi:10.1016/j.carbon.2013.03.050 · Cited by 1,169
Perrin, F. (1936) · Journal de Physique et le Radium · doi:10.1051/jphysrad:01936007010100 · Cited by 1,106
Fracture and Fatigue in Graphene Nanocomposites
Reif, J., Rafiee, J., Srivastava, I., Wang, Z., Song, H., Yu, Z., & Koratkar, N. (2010) · Small · doi:10.1002/smll.200901480 · Cited by 907
Song, S. H., Park, K. H., Kim, B. H., Choi, Y. W., Jun, G. H., Lee, D. J., Kong, B., Paik, K., & Jeon, S. (2013) · Advanced Materials · doi:10.1002/adma.201202736 · Cited by 667
Cited by
Recent Progress in Graphene/Polymer Nanocomposites
Sun, X., Huang, C., Wang, L., Liang, L., Cheng, Y., Fei, W., & Li, Y. (2021) · Advanced Materials · doi:10.1002/adma.202001105 · Cited by 490
Mechanisms of mechanical reinforcement by graphene and carbon nanotubes in polymer nanocomposites
Papageorgiou, D. G., Li, Z., Liu, M., Kinloch, I. A., & Young, R. J. (2020) · Nanoscale · doi:10.1039/c9nr06952f · Cited by 423
Electrical percolation in graphene–polymer composites
Marsden, A. J., Papageorgiou, D. G., Vallés, C., Liscio, A., Palermo, V, Bissett, M. A., Young, R. J., & Kinloch, I. A. (2018) · 2D Materials · doi:10.1088/2053-1583/aac055 · Cited by 396
Metadata
- Authors
- Wu, S., Ladani, R. B., Zhang, J., Bafekrpour, E., Ghorbani, K., Mouritz, A. P., Kinloch, A. J., & Wang, C. H.
- Venue
- Carbon
- Publisher
- Elsevier BV
- Published
- 2015-11
- Volume
- 94
- Pages
- 607-618
- ISSN
- 0008-6223 (ISSN-L)
- OpenAlex
- W1183466648
- Cited by
- 393
- References
- 27
- FWCI
- 11.86
- Type
- journal article
- Language
- en
- Open access
- hybrid
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: Aligning multilayer graphene flakes with an external electric field to improve multifunctional properties of epoxy nanocomposites. https://app.cochat.ai/papers/10.1016/j.carbon.2015.07.026
- The paper
- Wu, S., Ladani, R. B., Zhang, J., Bafekrpour, E., Ghorbani, K., Mouritz, A. P., Kinloch, A. J., & Wang, C. H. (2015). Aligning multilayer graphene flakes with an external electric field to improve multifunctional properties of epoxy nanocomposites. Carbon. https://doi.org/10.1016/j.carbon.2015.07.026
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.