Department Publications

2020s

2021

11. Seabed Classification Using a Convolutional Neural Network on Explosive Sounds

    Kira Howarth^‡, Tracianne B. Neilsen, David F. Van Komen^†, and David Paul Knobles

    IEEE J. Ocean. Eng. 47 (3), 670-679 (2021).
    
12. Impact of data augmentation on supervised learning for a moving mid-frequency source

    J. A. Castro-Correa, M. Badiey, T. B. Neilsen, D. P. Knobles, and W. S. Hodgkiss

    J. Acoust. Soc. Am. 150 (5), 3914-3928 (2021).
    
13. Magnetised quark nuggets in the atmosphere

    T. Sloan, J. Pace VanDevender, Tracianne B. Neilsen, Robert L. Baskin, Gabriel Fronk, Criss Swaim, Rinat Zakirov, and Haydn Jones

    Sci. Rep. 11, 22432 (2021).
    
14. Sound Signal Classification in the New England Mud Patch

    Allison N. Earnhardt, Tracianne B. Neilsen, Mason C. Acree^†, William S. Hodgkiss, and D. P. Knobles

    180th Meeting of the Acoustical Society of America, (Online, June 2021). Proc. Meet. Acoust. 43 (1), 070001 (2021).
    
15. Seabed classification from merchant ship-radiated noise using a physics-based ensemble of deep learning algorithms

    Christian D. Escobar-Amado, Tracianne B. Neilsen, Jhon A. Castro-Correa, David F. Van Komen^†, Mohsen Badiey, David P. Knobles, and William S. Hodgkiss

    J. Acoust. Soc. Am. 150 (2), 1434-1447 (2021).
    
16. Statistical Inference of Sound Speed and Attenuation Dispersion of a Fine-Grained Marine Sediment

    David Paul Knobles, Christian D. Escobar-Amado, Michael J. Buckingham, William S. Hodgkiss, Preston S. Wilson, Tracianne B. Neilsen, Jie Yang, and Mohsen Badiey

    IEEE J. Ocean. Eng. 47 (3), 553-564 (2021).
    
17. Acoustical Holography-Based Analysis of Spatiospectral Lobes in High-Performance Aircraft Jet Noise

    Kevin M. Leete^†, Alan T. Wall, Kent L. Gee, Tracianne B. Neilsen, Michael M. James, and J. Micah Downing

    AIAA J. 59 (10), 4166-4178 (2021).
    
18. Influence of seabed on very low frequency sound recorded during passage of merchant ships on the New England shelf

    D. P. Knobles, Preston S. Wilson, Tracianne B. Neilsen, and William S. Hodgkiss

    J. Acoust. Soc. Am. 149 (5), 3294-3300 (2021).
    
19. Validating deep learning seabed classification via acoustic similarity

    David J. Forman, Tracianne B. Neilsen, David F. Van Komen^†, and David P. Knobles

    JASA Express Letters 1 (4), 040802 (2021).
    
20. Seabed type and source parameters predictions using ship spectrograms in convolutional neural networks

    David F. Van Komen^†, Tracianne B. Neilsen, Daniel B. Mortenson^‡, Mason C. Acree^‡, David P. Knobles, Mohsen Badiey, and William S. Hodgkiss

    J. Acoust. Soc. Am. 149 (2), 1198-1210 (2021).
    
21. Learning location and seabed type from a moving mid-frequency source

    T. B. Neilsen, C. D. Escobar-Amado, M. C. Acree, W. S. Hodgkiss, D. F. Van Komen^†, D. P. Knobles, M. Badiey, and J. Castro-Correa

    J. Acoust. Soc. Am. 149 (1), 692-705 (2021).
    

^‡Undergraduate Student Author

^†Graduate Student Author