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A
Alexander Roman
State University System of Florida
7
H指数
26
论文数
260
被引数
0
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9
发表时间
发表时间
IF
被引数
Accelerated discovery of machine-learned symmetries: Deriving the exceptional Lie groups G2, F4 and E6
PHYSICS LETTERS B
IF
4.5
2023-12-01
2
OA
AI
Forestano, Roy T.; Matchev, Konstantin T.; Matcheva, Katia; Roman, Alexander; Unlu, Eyup B.; Verner, Sarunas
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Identifying the group-theoretic structure of machine-learned symmetries
PHYSICS LETTERS B
IF
4.5
2023-12-01
1
OA
AI
Forestano, Roy T.; Matchev, Konstantin T.; Matcheva, Katia; Roman, Alexander; Unlu, Eyup B.; Verner, Sarunas
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Discovering sparse representations of Lie groups with machine learning
PHYSICS LETTERS B
IF
4.5
2023-09-01
3
OA
AI
Forestano, Roy T.; Matchev, Konstantin T.; Matcheva, Katia; Roman, Alexander; Unlu, Eyup B.; Verner, Sarunas
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Deep learning symmetries and their Lie groups, algebras, and subalgebras from first principles
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF
4.6
2023-06-08
9
OA
AI
Forestano, Roy T.; Matchev, Konstantin T.; Matcheva, Katia; Roman, Alexander; Unlu, Eyup B.; Verner, Sarunas
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Transverse Vector Decomposition Method for Analytical Inversion of Exoplanet Transit Spectra
ASTROPHYSICAL JOURNAL
IF
5.4
2022-11-09
1
OA
AI
Matchev, Konstantin T.; Matcheva, Katia; Roman, Alexander
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Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra
PLANETARY SCIENCE JOURNAL
IF
4.3
2022-09-01
12
OA
AI
Matchev, Konstantin T.; Matcheva, Katia; Roman, Alexander
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Analytical Modeling of Exoplanet Transit Spectroscopy with Dimensional Analysis and Symbolic Regression
ASTROPHYSICAL JOURNAL
IF
5.4
2022-05-02
20
OA
AI
Matchev, Konstantin T.; Matcheva, Katia; Roman, Alexander
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Finding wombling boundaries in LHC data with Voronoi and Delaunay tessellations
JOURNAL OF HIGH ENERGY PHYSICS
IF
5.5
2020-12-21
3
OA
AI
Matchev, Konstantin T.; Roman, Alexander; Shyamsundar, Prasanth
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Establishment and characterization of a telomerase immortalized human gingival epithelial cell line
JOURNAL OF PERIODONTAL RESEARCH
IF
3.4
2013-02-27
80
OA
AI
Moffatt-Jauregui, C. E.; Robinson, B.; de Moya, A. V.; Brockman, R. D.; Roman, A. V.; Cash, M. N.; Culp, D. J.; Lamont, R. J.
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研究方向
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合作学者
合作期刊
K
K. Matchev
H 指数: 129 · 论文数: 1.8K
R
Richard J. Lamont
H 指数: 78 · 论文数: 317
D
David J. Culp
H 指数: 20 · 论文数: 56
S
Sarunas Verner
H 指数: 16 · 论文数: 65
M
Melanie N. Cash
H 指数: 16 · 论文数: 54
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