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Machine Learning With Observers Predicts Complex Spatiotemporal Behavior

Overview of attention for article published in Frontiers in Physics, March 2019
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Good Attention Score compared to outputs of the same age and source (68th percentile)

Mentioned by

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5 X users

Citations

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15 Dimensions

Readers on

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42 Mendeley
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Title
Machine Learning With Observers Predicts Complex Spatiotemporal Behavior
Published in
Frontiers in Physics, March 2019
DOI 10.3389/fphy.2019.00024
Authors

George Neofotistos, Marios Mattheakis, Georgios D. Barmparis, Johanne Hizanidis, Giorgos P. Tsironis, Efthimios Kaxiras

X Demographics

X Demographics

The data shown below were collected from the profiles of 5 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 42 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 42 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 14 33%
Student > Master 7 17%
Researcher 5 12%
Student > Bachelor 4 10%
Professor 3 7%
Other 2 5%
Unknown 7 17%
Readers by discipline Count As %
Physics and Astronomy 14 33%
Computer Science 7 17%
Engineering 6 14%
Materials Science 2 5%
Mathematics 1 2%
Other 2 5%
Unknown 10 24%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. 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 05 March 2019.
All research outputs
#14,003,371
of 24,417,958 outputs
Outputs from Frontiers in Physics
#395
of 4,182 outputs
Outputs of similar age
#173,859
of 357,212 outputs
Outputs of similar age from Frontiers in Physics
#19
of 60 outputs
Altmetric has tracked 24,417,958 research outputs across all sources so far. This one is in the 41st percentile – i.e., 41% of other outputs scored the same or lower than it.
So far Altmetric has tracked 4,182 research outputs from this source. They receive a mean Attention Score of 2.4. This one has done particularly well, scoring higher than 90% of its peers.
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 357,212 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 50% of its contemporaries.
We're also able to compare this research output to 60 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 68% of its contemporaries.