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Natalia M. Markovich

Natalia M. Markovich publishes mostly in Statistical and Nonlinear Physics, Computer Networks and Communications and Statistics and Probability, on topics such as Complex Network Analysis Techniques, Caching and Content Delivery and Stochastic processes and statistical mechanics.

World rank
#1,535,514
of 1,633,909 ranked researchers
Rank in Russia
#24,092
of 28,789
Works
27
Citations
15
Citations per work
0.6

What does Natalia M. Markovich research?

Statistical and Nonlinear Physics: 21.6%Computer Networks and Communications: 21.6%Statistics and Probability: 9.8%Artificial Intelligence: 7.8%other fields: 39.2%22%top field
Statistical and Nonlinear Physics21.6%Computer Networks and Communications21.6%Statistics and Probability9.8%Artificial Intelligence7.8%other fields39.2%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Statistical and Nonlinear Physics22% of their works
  2. 2Computer Networks and Communications22% of their works
  3. 3Statistics and Probability10% of their works
  4. 4Artificial Intelligence8% of their works
  5. 5Mathematical Physics6% of their works
  6. 6Finance6% of their works

Research topics

Which keywords describe Natalia M. Markovich's research?

The keywords of their largest research topics: Community Structure, Network Dynamics, High-Dimensional Data, Wireless Networks, Caching, GARCH Models, Information-Centric Networking and Interacting Particle Systems.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 18 words, with their numbers
  1. Community Structure81 topic
  2. Network Dynamics81 topic
  3. High-Dimensional Data52 topics
  4. Wireless Networks52 topics
  5. Caching31 topic
  6. GARCH Models31 topic
  7. Information-Centric Networking31 topic
  8. Interacting Particle Systems31 topic
  9. Regularization31 topic
  10. Scaling Limits31 topic
  11. Variable Selection31 topic
  12. Volatility31 topic
  13. Clustering Algorithms21 topic
  14. Congestion Control21 topic
  15. Distributed Storage21 topic
  16. K-means21 topic
  17. Network Coding21 topic
  18. TCP21 topic

Where does Natalia M. Markovich work?

Natalia M. Markovich's main affiliation in the publication record is V. A. Trapeznikov Institute of Control Sciences, Russia.

How many publications and citations does Natalia M. Markovich have?

Science Explorer counts 27 works and 15 citations for Natalia M. Markovich, ranking #1,535,514 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.