University, Subject, Country, Region, World
Lawrence Berkeley National Laboratory 57 Scientists Subject Rankings - 2025
The AD Scientific Index (Alper-Doger Scientific Index) provides the most comprehensive analysis across 13 main fields and 197 sub-branches at global, national, and regional levels. These analyses are based on indicators such as the H-index, i10-index, and citation count, including their values from the last 6 years. As of Jan 31, 2025, the rankings are determined according to the Total H Index. BETA VERSION: The subject field rankings for the world, regions, countries, and universities are currently in their Beta phase. This is due to the exclusion of (873.690) scientists categorized under ‘Others’, whose profiles have yet to be determined, edited, or classified. As updates are made to these fields, the rankings will be adjusted accordingly. Note: Please keep this in mind while reviewing the rankings. For further details, explore our [University Subject Rankings].
* Total H IndexRankings
Ranking Based On Selection: 1
Machine Learning
High-Energy Particle Physics
Metrics
H-Index
i10 Index
Citation Counts
121
302
45,903
* Total H IndexRankings
Ranking Based On Selection: 2
Bioinformatics
Ontologies
Artificial Intelligence
Systems Biology
Machine Reasoning
Metrics
H-Index
i10 Index
Citation Counts
91
212
69,480
* Total H IndexRankings
Ranking Based On Selection: 3
computer architecture
supercomputing
HPC
programming models
high performance networking
Metrics
H-Index
i10 Index
Citation Counts
63
170
19,478
* Total H IndexRankings
Ranking Based On Selection: 4
data management
Metrics
H-Index
i10 Index
Citation Counts
53
120
10,943
* Total H IndexRankings
Ranking Based On Selection: 5
Networking
Data Analysis
Scientific Computing
Metrics
H-Index
i10 Index
Citation Counts
52
156
10,412
* Total H IndexRankings
Ranking Based On Selection: 6
parallel computing
scientific computing
Metrics
H-Index
i10 Index
Citation Counts
51
128
9,828
* Total H IndexRankings
Ranking Based On Selection: 7
Machine learning
Systems biology
Bioengineering
Flux analysis
Complexity
Metrics
H-Index
i10 Index
Citation Counts
40
57
9,128
* Total H IndexRankings
Ranking Based On Selection: 8
data science
scientific visualization
high performance computing
machine learning
quantum computing
Metrics
H-Index
i10 Index
Citation Counts
39
73
5,083
* Total H IndexRankings
Ranking Based On Selection: 9
Statistical mechanics
machine learning
Metrics
H-Index
i10 Index
Citation Counts
38
76
7,373
* Total H IndexRankings
Ranking Based On Selection: 10
Parallel I/O
data management
software-defined storage
metadata and provenance management
Metrics
H-Index
i10 Index
Citation Counts
37
99
4,140
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* Total H IndexRankings
Ranking Based On Selection: 11
Computer Vision
Machine Learning
Bioinformatics
Health AI
Metrics
H-Index
i10 Index
Citation Counts
34
60
3,681
* Total H IndexRankings
Ranking Based On Selection: 12
Data science
computational biology
software engineering
high-performance computing
Metrics
H-Index
i10 Index
Citation Counts
31
52
6,816
* Total H IndexRankings
Ranking Based On Selection: 13
computer vision
machine learning
quantitative microscopy
Metrics
H-Index
i10 Index
Citation Counts
29
61
2,616
* Total H IndexRankings
Ranking Based On Selection: 14
data management
data analysis
AI/ML
HPC performance
Metrics
H-Index
i10 Index
Citation Counts
29
81
3,513
* Total H IndexRankings
Ranking Based On Selection: 15
Energy Systems
Climate adaptation
Hybrid Energy systems
Metrics
H-Index
i10 Index
Citation Counts
27
47
3,496
* Total H IndexRankings
Ranking Based On Selection: 16
Machine Learning
Applied Mathematics
Nuclear Physics
Metrics
H-Index
i10 Index
Citation Counts
26
42
4,395
* Total H IndexRankings
Ranking Based On Selection: 17
software-defined networking
network virtualization
quantum networking
optical networks
dynamic network services
Metrics
H-Index
i10 Index
Citation Counts
26
51
3,487
* Total H IndexRankings
Ranking Based On Selection: 18
Computer Science
Machine Learning & Analytics
Computational Biology
Visualization
Metrics
H-Index
i10 Index
Citation Counts
25
40
3,351
* Total H IndexRankings
Ranking Based On Selection: 19
Computer architecture and networks
Metrics
H-Index
i10 Index
Citation Counts
22
32
2,536
* Total H IndexRankings
Ranking Based On Selection: 20
Software defined radio
RF control
timing and synchronization
Metrics
H-Index
i10 Index
Citation Counts
22
39
1,672
* Total H IndexRankings
Ranking Based On Selection: 21
Remote Sensing
Machine Learning
Ecosystem Monitoring
Sustainable Agriculture
Metrics
H-Index
i10 Index
Citation Counts
21
33
1,712
* Total H IndexRankings
Ranking Based On Selection: 22
Computer Science
Scientific Computing
Web Development
Metrics
H-Index
i10 Index
Citation Counts
21
32
17,487
* Total H IndexRankings
Ranking Based On Selection: 23
Global Optimization
derivative-free optimization
surrogate models
machine learning
Metrics
H-Index
i10 Index
Citation Counts
20
29
1,703
* Total H IndexRankings
Ranking Based On Selection: 24
Machine Learning
Lignin Valorization
Computational Chemistry
Carbon dioxide Capture
Biomass
Metrics
H-Index
i10 Index
Citation Counts
20
28
1,284
* Total H IndexRankings
Ranking Based On Selection: 25
Renewable energy technologies
Density Functional Theory
Thermoelectric and Photovoltaic materials
Machine learning
Metrics
H-Index
i10 Index
Citation Counts
19
19
3,869
Mariel Pettee
Metrics
H-Index
i10-Index
Citation Counts
121
302
45,903
Machine Learning
High-Energy Particle Physics
Christopher J Mungall
Metrics
H-Index
i10-Index
Citation Counts
91
212
69,480
Bioinformatics
Ontologies
Artificial Intelligence
Systems Biology
Machine Reasoning
John Shalf
Metrics
H-Index
i10-Index
Citation Counts
63
170
19,478
computer architecture
supercomputing
HPC
programming models
high performance networking
Arie Shoshani
Metrics
H-Index
i10-Index
Citation Counts
53
120
10,943
Kesheng Wu
Metrics
H-Index
i10-Index
Citation Counts
52
156
10,412
Networking
Data Analysis
Scientific Computing
Leonid Oliker
Metrics
H-Index
i10-Index
Citation Counts
51
128
9,828
parallel computing
scientific computing
Hector Garcia Martin
Metrics
H-Index
i10-Index
Citation Counts
40
57
9,128
Machine learning
Systems biology
Bioengineering
Flux analysis
Complexity
E Wes Bethel
Metrics
H-Index
i10-Index
Citation Counts
39
73
5,083
data science
scientific visualization
high performance computing
machine learning
quantum computing
Stephen Whitelam
Metrics
H-Index
i10-Index
Citation Counts
38
76
7,373
Statistical mechanics
machine learning
Suren Byna
Metrics
H-Index
i10-Index
Citation Counts
37
99
4,140
Parallel I/O
data management
software-defined storage
metadata and provenance management
Enroll all your faculty members with discounted institutional membership to showcase your institution's academic strength to the world in the best way possible – join now and achieve results fast!
Hang Chang
Metrics
H-Index
i10-Index
Citation Counts
34
60
3,681
Computer Vision
Machine Learning
Bioinformatics
Health AI
Bill Andreopoulos
Metrics
H-Index
i10-Index
Citation Counts
31
52
6,816
Data science
computational biology
software engineering
high-performance computing
Daniela Ushizima
Metrics
H-Index
i10-Index
Citation Counts
29
61
2,616
computer vision
machine learning
quantitative microscopy
Alex Sim
Metrics
H-Index
i10-Index
Citation Counts
29
81
3,513
data management
data analysis
AI/ML
HPC performance
Amarasinghage Td Perera
Metrics
H-Index
i10-Index
Citation Counts
27
47
3,496
Energy Systems
Climate adaptation
Hybrid Energy systems
Thorsten Kurth
Metrics
H-Index
i10-Index
Citation Counts
26
42
4,395
Machine Learning
Applied Mathematics
Nuclear Physics
Inder Monga
Metrics
H-Index
i10-Index
Citation Counts
26
51
3,487
software-defined networking
network virtualization
quantum networking
optical networks
dynamic network services
Oliver Rübel
Metrics
H-Index
i10-Index
Citation Counts
25
40
3,351
Computer Science
Machine Learning & Analytics
Computational Biology
Visualization
George Michelogiannakis|Georgios Michelogiannakis
Metrics
H-Index
i10-Index
Citation Counts
22
32
2,536
Computer architecture and networks
Qiang Du
Metrics
H-Index
i10-Index
Citation Counts
22
39
1,672
Software defined radio
RF control
timing and synchronization
Nicola Falco
Metrics
H-Index
i10-Index
Citation Counts
21
33
1,712
Remote Sensing
Machine Learning
Ecosystem Monitoring
Sustainable Agriculture
Shreyas Cholia
Metrics
H-Index
i10-Index
Citation Counts
21
32
17,487
Computer Science
Scientific Computing
Web Development
Juliane Mueller
Metrics
H-Index
i10-Index
Citation Counts
20
29
1,703
Global Optimization
derivative-free optimization
surrogate models
machine learning
Mood Mohan
Metrics
H-Index
i10-Index
Citation Counts
20
28
1,284
Machine Learning
Lignin Valorization
Computational Chemistry
Carbon dioxide Capture
Biomass
Alireza Faghaninia
Metrics
H-Index
i10-Index
Citation Counts
19
19
3,869
Renewable energy technologies
Density Functional Theory
Thermoelectric and Photovoltaic materials
Machine learning