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%
Materials Science
materials nanomaterials composite alloy +14
94
43%
Physics
quantum particle mechanics optics +16
46
42%
Chemistry
molecular reaction synthesis catalyst +15
18
66%
Life Sciences
Biology
cell organism species ecology +16
100
49%
Medicine
clinical disease patient treatment +16
40
63%
Neuroscience
brain neuron synapse neurotransmitter +15
23
53%
Agricultural and Biological Sciences
agriculture crop soil farming +16
17
40%
Biochemistry, Genetics and Molecular Biology
protein gene genome dna +16
16
51%
Social Sciences
Economics
economic market finance trade +15
154
57%
Sociology
society social culture community +15
147
68%
Political Science
politics government democracy election +15
57
81%
Psychology
behavior cognitive perception emotion +14
40
42%
Computer Science
Mathematics
theorem proof algebra calculus +15
695
69%
Engineering
control signal robotics mechanical +15
543
47%
Artificial Intelligence and Machine Learning
machine learning deep learning neural network artificial intelligence +16
370
61%
Computer Science
algorithm software database network +14
99
49%