M. Sc. Viktoriia Boichenko

Room F-006
Kaiserstraße 2, 24143 Kiel, Germany
Phone: +49 431 880-6144
E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
ORCID:  0009-0008-9352-1927
Google scholar: Link

 

Research: Artificial Intelligence for Hydroacoustic Signatures

Each ship has a unique acoustic signature generated by its engine. However, the marine environment and data collections poses challenges in the accurate classification of ship noise.

The research aims on developing explainable AI for classifying hydroacoustic signatures using neural networks, while integrating human expertise. The study explores convolutional networks (CNNs) with time-frequency and modulation analyses as inputs to improve the accuracy and reliability of ship classification.

Related topics:

  • SONAR signal processing
  • Neural networks
  • Hydroacoustics
  • Real-time signal processing

 

Further interests:

  • Machine learning
  • Pattern recognition
  • Time-frequency and modulation analysis

 

Short CV

Time span Details
2024 - current Research Assistant at the Christian-Albrechts-Universität zu Kiel, Kiel, Germany
2024 Master’s thesis internship at GEOMAR – Helmholtz Centre for Ocean Research Kiel, Germany
2022 - 2024 M.Sc. in Acoustic Engineering, Erasmus Mundus Master Program “WAVES”, Portugal, Spain, France
2018 - 2022 B.Sc. in Applied Mathematics, National University of Kyiv-Mohyla Academy, Kyiv, Ukraine

 

Publications

  1.    

    C. Kanarski, B. Kaulen, F. Kühne, M. Driesen, K. Gussow, F. Röhrdanz, K. Karatziotis, L. Schirmer, R. Burgardt, V. Boichenko, G. Schmidt: Charakterisierung der Dämpfungseigenschaften von akustischen Dämmmatten in einer Unterwassertankumgebung, Proc. DAGA, Germany, 2025

  2.    

    K. Karatziotis, K. Gussow, B. Boichenko, C. Kanarsaki, B. Kaulen, F. Kühne, M. Driesen, F. Röhrdanz, L. Schirmer, R. Burgardt, G. Schmidt: Classification of Vessel Types by Means of Machine Learning, Proc. DAGA, Germany, 2025

  3.    

    L. Schirmer, M. Boueke, C. Kanarsaki, B. Kaulen, F. Kühne, M. Driesen, F. Röhrdanz, K. Karatziotis, K. Gussow, B. Boichenko, R. Burgardt, G. Schmidt: Acoustic-magnetic Signatures of Vessels, Proc. DAGA, Germany, 2025

  4.    

    V. Boichenko: Acoustic Frequency Response Modelling of Multi-Bubble Compounds, Universitat Politècnica de València, 2024, http://hdl.handle.net/10251/213819

  5.    

    V. Boichenko, N. Shchestyuk, A. Florenko: Interpolation Problems for Random Fields on Sierpinski’s Carpet, Mohyla Mathematical Journal. 6, (Apr. 2024), 28–34., doi: https://doi.org/10.18523/2617-70806202328-34