Application of Seq2Seq models for predicting the development of thunderstorm activity to enhance the pilot’s situational awareness in flight | Kovalenko | Civil Aviation High Technologies

Civil Aviation High Technologies
Nauchnyi Vestnik MGTU GA

ISSN 2079-0619 (Print)
ISSN 2542-0119 (Online)

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Kovalenko G.V., Yadrov I.A. Application of Seq2Seq models for predicting the development of thunderstorm activity to enhance the pilot’s situational awareness in flight. Civil Aviation High Technologies. 2025;28(1):20-38. (In Russ.) https://doi.org/10.26467/2079-0619-2025-28-1-20-38

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ISSN 2079-0619 (Print)
ISSN 2542-0119 (Online)

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Eliseev B.P.

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About the Authors

G. V. Kovalenko
Saint Petersburg State University of Civil Aviation named after Chief Marshal of Aviation A.A. Novikov
Russian Federation

Gennadiy V. Kovalenko, Doctor of Technical Sciences, Professor, Professor of the Chair of Flight Operations and Flight Safety in Civil Aviation

Saint Petersburg

I. A. Yadrov
Saint Petersburg State University of Civil Aviation named after Chief Marshal of Aviation A.A. Novikov
Russian Federation

Ilya A. Yadrov, Postgraduate Student of the Chair of Flight Operations and Flight Safety in Civil Aviation

Saint Petersburg

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