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Machine learning in spectral domain

Overview of attention for article published in Nature Communications, February 2021
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (82nd percentile)
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

twitter
25 X users
reddit
1 Redditor

Citations

dimensions_citation
18 Dimensions

Readers on

mendeley
74 Mendeley
Title
Machine learning in spectral domain
Published in
Nature Communications, February 2021
DOI 10.1038/s41467-021-21481-0
Pubmed ID
Authors

Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Walter Nocentini, Duccio Fanelli

X Demographics

X Demographics

The data shown below were collected from the profiles of 25 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 74 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 74 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 15 20%
Student > Master 14 19%
Researcher 9 12%
Student > Bachelor 6 8%
Professor 4 5%
Other 7 9%
Unknown 19 26%
Readers by discipline Count As %
Computer Science 15 20%
Engineering 12 16%
Physics and Astronomy 8 11%
Medicine and Dentistry 3 4%
Materials Science 3 4%
Other 10 14%
Unknown 23 31%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 12. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 02 March 2021.
All research outputs
#3,035,247
of 24,980,180 outputs
Outputs from Nature Communications
#31,305
of 54,808 outputs
Outputs of similar age
#75,142
of 425,781 outputs
Outputs of similar age from Nature Communications
#1,187
of 1,843 outputs
Altmetric has tracked 24,980,180 research outputs across all sources so far. Compared to these this one has done well and is in the 87th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 54,808 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 55.8. This one is in the 42nd percentile – i.e., 42% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 425,781 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 82% of its contemporaries.
We're also able to compare this research output to 1,843 others from the same source and published within six weeks on either side of this one. This one is in the 35th percentile – i.e., 35% of its contemporaries scored the same or lower than it.