Scientific Fields
Automatic classification of scientific software projects into research fields based on OpenAlex taxonomy.
17
Fields
2035
Classified Projects
57.5%
Avg Confidence
540
Multi-field Projects
Physical Sciences
Earth and Environmental Sciences
climate
weather
ocean
atmosphere
+16
264
48%
48%
Materials Science
materials
nanomaterials
composite
alloy
+14
94
43%
43%
Physics
quantum
particle
mechanics
optics
+16
46
42%
42%
Chemistry
molecular
reaction
synthesis
catalyst
+15
18
66%
66%
Life Sciences
Biology
cell
organism
species
ecology
+16
100
49%
49%
Medicine
clinical
disease
patient
treatment
+16
40
63%
63%
Neuroscience
brain
neuron
synapse
neurotransmitter
+15
23
53%
53%
Agricultural and Biological Sciences
agriculture
crop
soil
farming
+16
17
40%
40%
Biochemistry, Genetics and Molecular Biology
protein
gene
genome
dna
+16
16
51%
51%
Social Sciences
Economics
economic
market
finance
trade
+15
154
57%
57%
Sociology
society
social
culture
community
+15
147
68%
68%
Political Science
politics
government
democracy
election
+15
57
81%
81%
Psychology
behavior
cognitive
perception
emotion
+14
40
42%
42%
Computer Science
Mathematics
theorem
proof
algebra
calculus
+15
695
69%
69%
Engineering
control
signal
robotics
mechanical
+15
543
47%
47%
Artificial Intelligence and Machine Learning
machine learning
deep learning
neural network
artificial intelligence
+16
370
61%
61%
Computer Science
algorithm
software
database
network
+14
99
49%
49%