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X
Matcheva, Katia
26  Ergebnisse:
OpenAccess-Volltexte X
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1

Exploring the Truth and Beauty of Theory Landscapes with Ma..:

Matchev, Konstantin T ; Matcheva, Katia ; Ramond, Pierre.
http://arxiv.org/abs/2401.11513.  , 2024
Link: http://arxiv.org/abs/240..
 
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2

Hybrid Quantum Vision Transformers for Event Classification..:

Unlu, Eyup B ; Cara, Marçal Comajoan ; Dahale, Gopal Ramesh...
http://arxiv.org/abs/2402.00776.  , 2024
Link: http://arxiv.org/abs/240..
 
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3

Seeking Truth and Beauty in Flavor Physics with Machine Lea..:

Matchev, Konstantin T ; Matcheva, Katia ; Ramond, Pierre.
http://arxiv.org/abs/2311.00087.  , 2023
Link: http://arxiv.org/abs/231..
 
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4

Identifying the Group-Theoretic Structure of Machine-Learne..:

Forestano, Roy T ; Matchev, Konstantin T ; Matcheva, Katia...
http://arxiv.org/abs/2309.07860.  , 2023
Link: http://arxiv.org/abs/230..
 
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5

Oracle-Preserving Latent Flows:

Roman, Alexander ; Forestano, Roy T ; Matchev, Konstantin T..
http://arxiv.org/abs/2302.00806.  , 2023
Link: http://arxiv.org/abs/230..
 
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6

Reproducing Bayesian Posterior Distributions for Exoplanet ..:

Unlu, Eyup B ; Forestano, Roy T ; Matchev, Konstantin T.
http://arxiv.org/abs/2310.10521.  , 2023
Link: http://arxiv.org/abs/231..
 
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7

Deep Learning Symmetries and Their Lie Groups, Algebras, an..:

Forestano, Roy T ; Matchev, Konstantin T ; Matcheva, Katia...
http://arxiv.org/abs/2301.05638.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

Accelerated Discovery of Machine-Learned Symmetries: Derivi..:

Forestano, Roy T ; Matchev, Konstantin T ; Matcheva, Katia...
http://arxiv.org/abs/2307.04891.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

Searching for Novel Chemistry in Exoplanetary Atmospheres u..:

Forestano, Roy T ; Matchev, Konstantin T ; Matcheva, Katia.
http://arxiv.org/abs/2308.07604.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

$\mathbb{Z}_2\times \mathbb{Z}_2$ Equivariant Quantum Neura..:

Dong, Zhongtian ; Cara, Marçal Comajoan ; Dahale, Gopal Ramesh...
http://arxiv.org/abs/2311.18744.  , 2023
Link: http://arxiv.org/abs/231..
 
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11

A Comparison Between Invariant and Equivariant Classical an..:

Forestano, Roy T ; Cara, Marçal Comajoan ; Dahale, Gopal Ramesh...
http://arxiv.org/abs/2311.18672.  , 2023
Link: http://arxiv.org/abs/231..
 
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12

Discovering Sparse Representations of Lie Groups with Machi..:

Forestano, Roy T ; Matchev, Konstantin T ; Matcheva, Katia...
http://arxiv.org/abs/2302.05383.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Unsupervised Machine Learning for Exploratory Data Analysis..:

Matchev, Konstantin T ; Matcheva, Katia ; Roman, Alexander
http://arxiv.org/abs/2201.02696.  , 2022
Link: http://arxiv.org/abs/220..
 
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14

Transverse Vector Decomposition Method for Analytical Inver..:

Matchev, Konstantin T ; Matcheva, Katia ; Roman, Alexander
http://arxiv.org/abs/2203.06299.  , 2022
Link: http://arxiv.org/abs/220..
 
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15

Is the Machine Smarter than the Theorist: Deriving Formulas..:

Dong, Zhongtian ; Kong, Kyoungchul ; Matchev, Konstantin T.
http://arxiv.org/abs/2211.08420.  , 2022
Link: http://arxiv.org/abs/221..
 
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