The DOI matches its Crossref record; 44 of the 44 references it cites were found in a registry or an index.
Small vulnerable sets determine large network cascades in power grids
Open accessAbstract
The domino effect in power failure: Sometimes a power failure can be fairly local, but other times, a seemingly identical initial failure can cascade to cause a massive and costly breakdown in the system. Yang et al. built a model for the North American power grid network based on samples of data covering the years 2008 to 2013 (see the Perspective by D'Souza). Although the observed cascades were widespread, a small fraction of all network components, particularly the ones that were most cohesive within the network, were vulnerable to cascading failures. Larger cascades were associated with concurrent triggering events that were geographically closer to each other and closer to the set of vulnerable components. Science , this issue p. eaan3184 ; see also p. 860
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
Graph Theory with Applications
Bondy, J. A., & Murty, U. S. R. (1976) · doi:10.1007/978-1-349-03521-2 · Cited by 9,043
Power Generation, Operation, and Control
Wood, A. J., & Wollenberg, B. F. (1984) · Cited by 8,337
Strogatz, S. H. (2001) · Nature · doi:10.1038/35065725 · Cited by 8,302
The Kolmogorov-Smirnov Test for Goodness of Fit
Massey, F. J. (1951) · Journal of the American Statistical Association · doi:10.1080/01621459.1951.10500769 · Cited by 7,210
Gumbel, E. J. (1958) · Columbia University Press eBooks · doi:10.7312/gumb92958 · Cited by 5,567
Density Estimation for Statistics and Data Analysis
Dehnad, K. (1987) · Technometrics · doi:10.1080/00401706.1987.10488295 · Cited by 5,302
Catastrophic cascade of failures in interdependent networks
Buldyrev, S. V., Parshani, R., Paul, G., Stanley, H. E., & Havlin, S. (2010) · Nature · doi:10.1038/nature08932 · Cited by 4,513
Trophic Downgrading of Planet Earth
Estes, J. A., Terborgh, J., Brashares, J. S., Power, M. E., Berger, J., Bond, W. J., Carpenter, S. R., Essington, T. E., Holt, R. D., Jackson, J. B. C., et al. (2011) · Science · doi:10.1126/science.1205106 · Cited by 4,087
Interval Estimation for a Binomial Proportion
Brown, L. D., Cai, T. T., & DasGupta, A. (2001) · Statistical Science · doi:10.1214/ss/1009213286 · Cited by 3,538
Identification of influential spreaders in complex networks
Kitsak, M., Gallos, L. K., Havlin, S., Liljeros, F., Muchnik, L., Stanley, H. E., & Makse, H. A. (2010) · Nature Physics · doi:10.1038/nphys1746 · Cited by 3,212
Metadata
- Authors
- Yang, Y., Nishikawa, T., & Motter, A. E.
- Venue
- Science
- Published
- 2017-11-17
- Volume
- 358
- Issue
- 6365
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W2769051030
- Cited by
- 348
- References
- 44
- FWCI
- 17.82
- 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: Small vulnerable sets determine large network cascades in power grids. https://app.cochat.ai/papers/10.1126/science.aan3184
- The paper
- Yang, Y., Nishikawa, T., & Motter, A. E. (2017). Small vulnerable sets determine large network cascades in power grids. Science. https://doi.org/10.1126/science.aan3184
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.