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Matcheva, Katia
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Online (46)
Mediatypes
Articles (Online) (20)
OpenAccess-fulltext (26)
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1
A Comparison between Invariant and Equivariant Classical an..:
Forestano, Roy T.
;
Comajoan Cara, Marçal
;
Dahale, Gopal Ramesh
...
Axioms. 13 (2024) 3 - p. 160 , 2024
Link:
https://doi.org/10.3390/..
?
2
Quantum Vision Transformers for Quark–Gluon Classification:
Comajoan Cara, Marçal
;
Dahale, Gopal Ramesh
;
Dong, Zhongtian
...
Axioms. 13 (2024) 5 - p. 323 , 2024
Link:
https://doi.org/10.3390/..
?
3
Hybrid Quantum Vision Transformers for Event Classification..:
Unlu, Eyup B.
;
Comajoan Cara, Marçal
;
Dahale, Gopal Ramesh
...
Axioms. 13 (2024) 3 - p. 187 , 2024
Link:
https://doi.org/10.3390/..
?
4
ℤ2 × ℤ2 Equivariant Quantum Neural Networks: Benchmarking a..:
Dong, Zhongtian
;
Comajoan Cara, Marçal
;
Dahale, Gopal Ramesh
...
Axioms. 13 (2024) 3 - p. 188 , 2024
Link:
https://doi.org/10.3390/..
?
5
Searching for Novel Chemistry in Exoplanetary Atmospheres U..:
Forestano, Roy T.
;
Matchev, Konstantin T.
;
Matcheva, Katia
.
The Astrophysical Journal. 958 (2023) 2 - p. 106 , 2023
Link:
https://doi.org/10.3847/..
?
6
Oracle-Preserving Latent Flows:
Roman, Alexander
;
Forestano, Roy T.
;
Matchev, Konstantin T.
..
Symmetry. 15 (2023) 7 - p. 1352 , 2023
Link:
https://doi.org/10.3390/..
?
7
Identifying the group-theoretic structure of machine-learne..:
Forestano, Roy T.
;
Matchev, Konstantin T.
;
Matcheva, Katia
...
Physics Letters B. 847 (2023) - p. 138306 , 2023
Link:
https://doi.org/10.1016/..
?
8
Deep learning symmetries and their Lie groups, algebras, an..:
Forestano, Roy T
;
Matchev, Konstantin T
;
Matcheva, Katia
...
Machine Learning: Science and Technology. 4 (2023) 2 - p. 025027 , 2023
Link:
https://doi.org/10.1088/..
?
9
Discovering sparse representations of Lie groups with machi..:
Forestano, Roy T.
;
Matchev, Konstantin T.
;
Matcheva, Katia
...
Physics Letters B. 844 (2023) - p. 138086 , 2023
Link:
https://doi.org/10.1016/..
?
10
Accelerated discovery of machine-learned symmetries: Derivi..:
Forestano, Roy T.
;
Matchev, Konstantin T.
;
Matcheva, Katia
...
Physics Letters B. 847 (2023) - p. 138266 , 2023
Link:
https://doi.org/10.1016/..
?
11
Is the machine smarter than the theorist: Deriving formulas..:
Dong, Zhongtian
;
Kong, Kyoungchul
;
Matchev, Konstantin T.
.
Physical Review D. 107 (2023) 5 - p. , 2023
Link:
https://doi.org/10.1103/..
?
12
Transverse Vector Decomposition Method for Analytical Inver..:
Matchev, Konstantin T.
;
Matcheva, Katia
;
Roman, Alexander
The Astrophysical Journal. 939 (2022) 2 - p. 95 , 2022
Link:
https://doi.org/10.3847/..
?
13
Unsupervised Machine Learning for Exploratory Data Analysis..:
Matchev, Konstantin T.
;
Matcheva, Katia
;
Roman, Alexander
The Planetary Science Journal. 3 (2022) 9 - p. 205 , 2022
Link:
https://doi.org/10.3847/..
?
14
Analytical Modeling of Exoplanet Transit Spectroscopy with ..:
Matchev, Konstantin T.
;
Matcheva, Katia
;
Roman, Alexander
The Astrophysical Journal. 930 (2022) 1 - p. 33 , 2022
Link:
https://doi.org/10.3847/..
?
15
A re-analysis of the 1971 Beta Scorpii occultation by Jupit..:
Raynaud, Elisabeth
;
Matcheva, Katia
;
Drossart, Pierre
..
Icarus. 168 (2004) 2 - p. 324-335 , 2004
Link:
https://doi.org/10.1016/..
1-15