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Protopapas, Pavlos
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1

Gravitational duals from equations of state:

Bea, Yago ; Jimenez, Raul ; Mateos, David...
Journal of High Energy Physics.  2024 (2024)  7 - p. , 2024
Link: https://doi.org/10.1007/..
 
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2

Faster Bayesian inference with neural network bundles and n..:

Chantada, Augusto T. ; Landau, Susana J. ; Protopapas, Pavlos..
Physical Review D.  109 (2024)  12 - p. , 2024
Link: https://doi.org/10.1103/..
 
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3

Generating images of the M87* black hole using GANs:

Mohan, Arya ; Protopapas, Pavlos ; Kunnumkai, Keerthi...
Monthly Notices of the Royal Astronomical Society.  527 (2023)  4 - p. 10965-10974 , 2023
Link: https://doi.org/10.1093/..
 
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4

How Sustainable Design and Awareness May Affect the Real Es..:

Katafygiotou, Martha ; Protopapas, Pavlos ; Dimopoulos, Thomas
Sustainability.  15 (2023)  23 - p. 16425 , 2023
Link: https://doi.org/10.3390/..
 
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5

Cosmology-informed neural networks to solve the background ..:

Chantada, Augusto T. ; Landau, Susana J. ; Protopapas, Pavlos..
Physical Review D.  107 (2023)  6 - p. , 2023
Link: https://doi.org/10.1103/..
 
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6

Optimal Data Sample Length for System Call Traces for Malwa..:

, In: 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME),
Carter, John ; Mancoridis, Spiros ; Protopapas, Pavlos - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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7

A Reinforcement Learning–Based Follow-up Framework:

Astudillo, Javiera ; Protopapas, Pavlos ; Pichara, Karim.
The Astronomical Journal.  165 (2023)  3 - p. 118 , 2023
Link: https://doi.org/10.3847/..
 
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8

Gravitational wave signal recognition and ring-down time es..:

Santos, Gerson R. ; Santos, Antonio de Pádua ; Protopapas, Pavlos.
Expert Systems with Applications.  207 (2022)  - p. 117931 , 2022
Link: https://doi.org/10.1016/..
 
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9

Improving Astronomical Time-series Classification via Data ..:

García-Jara, Germán ; Protopapas, Pavlos ; Estévez, Pablo A.
The Astrophysical Journal.  935 (2022)  1 - p. 23 , 2022
Link: https://doi.org/10.3847/..
 
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10

Hamiltonian neural networks for solving equations of motion:

Mattheakis, Marios ; Sondak, David ; Dogra, Akshunna S..
Physical Review E.  105 (2022)  6 - p. , 2022
Link: https://doi.org/10.1103/..
 
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11

A Conditional Autoencoder for Galaxy Photometric Parameter ..:

Yin, Jun E. ; Eisenstein, Daniel J. ; Finkbeiner, Douglas P..
Publications of the Astronomical Society of the Pacific.  134 (2022)  1034 - p. 044502 , 2022
Link: https://doi.org/10.1088/..
 
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12

Encoding Involutory Invariances in Neural Networks:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Bhattacharya, Anwesh ; Mattheakis, Marios ; Protopapas, Pavlos - p. 01-08 , 2022
Link: https://doi.org/10.1109/..
 
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13

Physics-Informed Neural Networks for Quantum Eigenvalue Pro..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Jin, Henry ; Mattheakis, Marios ; Protopapas, Pavlos - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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14

Learning a reduced basis of dynamical systems using an auto..:

Sondak, David ; Protopapas, Pavlos
Physical Review E.  104 (2021)  3 - p. , 2021
Link: https://doi.org/10.1103/..
 
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15

Port-Hamiltonian neural networks for learning explicit time..:

Desai, Shaan A. ; Mattheakis, Marios ; Sondak, David..
Physical Review E.  104 (2021)  3 - p. , 2021
Link: https://doi.org/10.1103/..
 
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