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Matcheva, Katia
46  Ergebnisse:
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1

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/..
 
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2

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/..
 
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3

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/..
 
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4

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/..
 
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5

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/..
 
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6

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/..
 
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7

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/..
 
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8

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/..
 
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9

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/..
 
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10

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/..
 
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11

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/..
 
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12

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/..
 
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13

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/..
 
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14

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/..
 
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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/..
 
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