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Advanced Scientific Research Methods

Advanced Scientific Research Methods is a research topic within Food Science. Science Explorer counts 8.6k research works in it since 1950. 10.1% of them reached the world's top 10% most cited for their field and year.

This cluster of papers covers a wide range of topics related to innovations in food technology and processing, including mathematical modeling of extraction and production processes, biotechnological aspects of food production, quality assessment, nutritional value, and process optimization. The papers explore various methods and techniques for improving the production, quality, and nutritional value of food products.

  • Mathematical Modeling
  • Food Production
  • Biotechnological Aspects
  • Quality Assessment
  • Technological Parameters
  • Microbial Biomass
  • Nutritional Value
  • Dietary Products
  • Sensory Properties
  • Process Optimization
Research works
8.6k
fractional, since 1950
In the world top 10%
863
per year above
Top-10% rate
10.1%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
-27%
the tick is no change
Largest producer
Russia
38% of the 10 largest, 2022-now
Advanced Scientific Research Methods

Which countries lead Advanced Scientific Research Methods research?

By volume, Russia and Ukraine publish the most (528 and 484 works in 2022-now).

By volume, 2022-now

  1. 1 Russia 528 works
  2. 2 Ukraine 484 works
  3. 3 United States 89 works
  4. 4 Uzbekistan 75 works
  5. 5 Kazakhstan 54 works
  6. 6 China 53 works
  7. 7 India 40 works
  8. 8 Poland 32 works
  9. 9 Azerbaijan 22 works
  10. 10 Belarus 21 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

Russia: 37.8%Ukraine: 34.6%United States: 6.4%Uzbekistan: 5.4%6 others listed: 15.9%38%largest
Russia528 · 37.8%Ukraine484 · 34.6%United States89 · 6.4%Uzbekistan75 · 5.4%6 others listed223 · 15.9%

Shares of the rows listed above, not of the whole node.

Which institutions lead Advanced Scientific Research Methods research?

By volume in 2022-now, Russian Academy of Sciences publishes the most Advanced Scientific Research Methods research, followed by National University of Life and Environmental Sciences of Ukraine and National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”.

What are the most cited papers in Advanced Scientific Research Methods?

The most cited paper in Advanced Scientific Research Methods is "The mouse brain in stereotaxic coordinates" (Jan Pieter Konsman, 2003), with 4,109 citations. Next come "Generalized Inverse of Matrices and Its Applications" (2,295) and "Multidimensional Scaling: I. Theory and Method" (2,161).

Most cited papers
#PaperReleasedCitations
1 The mouse brain in stereotaxic coordinates Jan Pieter Konsman · Psychoneuroendocrinology 2 Jun 2003 4,109
2 Generalized Inverse of Matrices and Its Applications Kali S. Banerjee · Technometrics Feb 1973 2,295
3 Multidimensional Scaling: I. Theory and Method Warren S. Torgerson · Psychometrika Dec 1952 2,161
4 Introduction to Multivariate Analysis Jack C. Lee, C. Chatfield, Alexander J. Collins · Technometrics Nov 1983 1,790
5 Principal components analysis (PCA) Andrzej Adam Mackiewicz, Waldemar Ratajczak · Computers & Geosciences Mar 1993 1,769
All 100 most cited papers, with filters and sorting

Where is Advanced Scientific Research Methods research done?

The largest centres of Advanced Scientific Research Methods research in 2022-now are Moscow (Russia), Kyiv (Ukraine), Kharkiv (Ukraine) and Saint Petersburg (Russia). Among places with at least 20 works in it, it is an unusually large share of all research in Vinnytsia.

Largest cities, 2022-now

  1. 1 MoscowRussia 153 works
  2. 2 KyivUkraine 147 works
  3. 3 KharkivUkraine 71 works
  4. 4 Saint PetersburgRussia 60 works
  5. 5 VinnytsiaUkraine 48 works
  6. 6 LvivUkraine 46 works
  7. 7 TashkentUzbekistan 45 works
  8. 8 OdesaUkraine 26 works
  9. 9 AlmatyKazakhstan 24 works
  10. 10 WeatherfordUnited States 24 works

Where it is the local speciality

  1. VinnytsiaUA · 48.2 works144×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Advanced Scientific Research Methods than the world average.

See Advanced Scientific Research Methods on the map

Where is the best place to study Advanced Scientific Research Methods?

Among universities, judged by research, National University of Life and Environmental Sciences of Ukraine, Moscow Technical University of Communication and Informatics and Weatherford College score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%20%40%60%mean 16.67%fractional works in this field (log) →share of work in the world top 10% →Moscow Technical Uni…National University …Vinnytsia National A…Weatherford College
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1National University of Life and Environmental Sciences of UkraineUkraine 62.726.7%190.9×29 +5.0%
2Moscow Technical University of Communication and InformaticsRussia 48.548.6%188.1×11 -16.7%
3Weatherford CollegeUnited States 45.98.3%12.8×24 +69.1%
4Vinnytsia National Agrarian UniversityUkraine 43.18.8%275.7×24 +57.8%
5Lviv Polytechnic National UniversityUkraine 41.110.9%72.5×26 -26.5%
6Tashkent University of Information TechnologyUzbekistan 40.633.0%160.1×13 -14.7%
7National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”Ukraine 36.35.4%88.0×28 -25.5%
8Vinnytsia National Technical UniversityUkraine 35.58.9%361.7×18 -37.3%
9National Technical University "Kharkiv Polytechnic Institute"Ukraine 32.48.7%115.9×16 -0.9%
10Tashkent State Technical University named after Islam KarimovUzbekistan 25.97.4%86.2×9 +141.9%

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Advanced Scientific Research Methods, country by country

Is Advanced Scientific Research Methods research growing?

Output in 2022-2025 was 27% lower than in 2018-2021, peaking in 2021.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Advanced Scientific Research Methods as a percentage of every work published that year, 0.0051% in 2024.

still counting0.0050%0.010%0.015%Advanced Scientific Research Methods0.0056% in 202519801990200020102020

Fractional works of Advanced Scientific Research Methods over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Advanced Scientific Research Methods10.1% in 2025200020102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

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