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Ustyuzhanin, Andrey
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1

Review on automated 2D material design:

Al-Maeeni, Abdalaziz ; Lazarev, Mikhail ; Kazeev, Nikita..
2D Materials.  11 (2024)  3 - p. 032002 , 2024
Link: https://doi.org/10.1088/..
 
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2

Beyond dynamics: learning to discover conservation principl..:

Belyshev, Antonii ; Kovrigin, Alexander ; Ustyuzhanin, Andrey
Machine Learning: Science and Technology.  5 (2024)  2 - p. 025055 , 2024
Link: https://doi.org/10.1088/..
 
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3

Machine learning code snippets semantic classification:

Berezovskiy, Valeriy ; Gorodilova, Anastasia ; Trofimova, Ekaterina.
PeerJ Computer Science.  9 (2023)  - p. e1654 , 2023
Link: https://doi.org/10.7717/..
 
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4

Symbolic expression generation via variational auto-encoder:

Popov, Sergei ; Lazarev, Mikhail ; Belavin, Vladislav..
PeerJ Computer Science.  9 (2023)  - p. e1241 , 2023
Link: https://doi.org/10.7717/..
 
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5

The DL Advocate: playing the devil's advocate with hidden s..:

Golutvin, Andrei ; Iniukhin, Aleksandr ; Mauri, Andrea...
The European Physical Journal C.  83 (2023)  9 - p. , 2023
Link: https://doi.org/10.1140/..
 
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6

Sparse representation for machine learning the properties o..:

Kazeev, Nikita ; Al-Maeeni, Abdalaziz Rashid ; Romanov, Ignat...
npj Computational Materials.  9 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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7

Author Correction: Unveiling the complex structure-property..:

Huang, Pengru ; Lukin, Ruslan ; Faleev, Maxim...
npj 2D Materials and Applications.  7 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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8

Unveiling the complex structure-property correlation of def..:

Huang, Pengru ; Lukin, Ruslan ; Faleev, Maxim...
npj 2D Materials and Applications.  7 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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9

The Tracking Machine Learning Challenge: Throughput Phase:

Amrouche, Sabrina ; Basara, Laurent ; Calafiura, Paolo...
Computing and Software for Big Science.  7 (2023)  1 - p. , 2023
Link: https://doi.org/10.1007/..
 
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10

Code4ML: a large-scale dataset of annotated Machine Learnin..:

Drozdova, Anastasia ; Trofimova, Ekaterina ; Guseva, Polina..
PeerJ Computer Science.  9 (2023)  - p. e1230 , 2023
Link: https://doi.org/10.7717/..
 
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11

Deep Learning for direct Dark Matter search with nuclear em..:

Golovatiuk, Artem ; Ustyuzhanin, Andrey ; Alexandrov, Andrey.
Computer Physics Communications.  275 (2022)  - p. 108312 , 2022
Link: https://doi.org/10.1016/..
 
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12

Vertex and energy reconstruction in JUNO with machine learn..:

Qian, Zhen ; Belavin, Vladislav ; Bokov, Vasily...
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment.  1010 (2021)  - p. 165527 , 2021
Link: https://doi.org/10.1016/..
 
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13

Online detection of failures generated by storage simulator:

Arzymatov, Kenenbek ; Hushchyn, Mikhail ; Sapronov, Andrey...
Journal of Physics: Conference Series.  1740 (2021)  1 - p. 012052 , 2021
Link: https://doi.org/10.1088/..
 
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14

Generalization of change-point detection in time series dat..:

Hushchyn, Mikhail ; Ustyuzhanin, Andrey
Journal of Computational Science.  53 (2021)  - p. 101385 , 2021
Link: https://doi.org/10.1016/..
 
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15

Toward Machine Learning Optimization of Experimental Design:

Baydin, Atılım Güneş ; Cranmer, Kyle ; Manzano, Pablo de Castro...
Nuclear Physics News.  31 (2021)  1 - p. 25-28 , 2021
Link: https://doi.org/10.1080/..
 
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