Publications Journal Papers

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In this site are listed publications made by members of the OAELab since the last four years.

2022

• Supervised Classification of Sound Speed Profiles Via Dictionary Learning

  Jhon A. Castro-Correa, Stephanie A. Arnett, Tracianne B. Neilsen, Lin Wan, and Mohsen Badiey. DOI: 10.1175/JTECH-D-21-0090.1. [PDF]

• Automatic detection and classification system of bearded seal vocalizations in the northeastern Chuckchi Sea using convolutional neural networks

  Christian D. Escobar-Amado, Mohsen Badiey, and Sean Pecknold. DOI: 10.1121/10.0009256. [PDF]

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2021

• Extraction of seabed properties in mid-frequency range using waveguide invariant applied to broadband signals

  Mohsen Badiey, Lin Wan, Christian D. Escobar-Amado, and Jhon A. Castro-Correa, . DOI: 10.1121/2.0001532. [PDF]

• Impact of data augmentation on supervised learning for a moving mid-frequency source

  Jhon A. Castro-Correa, Mohsen Badiey, Tracianne B. Neilsen, David P. Knobles, and William S. Hodgkiss. DOI: 10.1121/10.0007284. [PDF]

• 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. DOI: 10.1121/10.0005936. [PDF]

• 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. DOI: 10.1109/JOE.2021.3091846. [PDF]

• 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. DOI: 10.1121/10.0003502. [PDF]

• Using Holographic Interferometry to Transmit Information through a Perturbed Ocean Environment

  V. M. Kuz’kin, M. Badiey, S. A. Pereselkov & E. S. Kaznacheeva. DOI: 10.3103/S1062873821020179. [PDF]

• 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 Komen1, D. P. Knobles, M. Badiey, and J. Castro-Correa. DOI: 10.1121/10.0003361. [PDF]

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2020

• Temporal and spatial dependence of a yearlong record of sound propagation from the Canada Basin to the Chukchi Shelf

  Megan S. Ballard, Mohsen Badiey, Jason D. Sagers, John A. Colosi, Altan Turgut, Sean Pecknold, Ying-Tsong Lin, Andrey Proshutinsky, Richard Krishfield, Peter F. Worcester, and Matthew A. Dzieciuch. DOI: 10.1121/10.0001970. [PDF]

• Broadband sound scattering by intense internal waves

  Sergey A. Pereselkov, Pavel V. Rybyanets, Elena S. Kaznacheeva, Mohsen Badiey & Venedikt M. Kuz’kin. DOI: 10.1109/DD49902.2020.9274630. [PDF]

• Interferometry of hydrodynamics of oceanic shelf caused by intensive internal waves

  Mohsen Badiey, VM Kuz'kin, and SA Pereselkov. DOI: 10.7868/S2073667320010050

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2019

• Azimuthal and temporal sound fluctuations on the Chukchi continental shelf during the Canada Basin Acoustic Propagation Experiment 2017

  Mohsen Badiey, Lin Wan, Sean Pecknold, and Altan Turgut. DOI: 10.1121/1.5141373. [PDF]

• Intense Internal Waves and Their Manifestation in the Interference Patterns of Received Signals on Oceanic Shelf. Part II

  M. Badiey, V. M. Kuz’kin, G. A. Lyakhov, S. A. Pereselkov, D. Yu. Prosovetskiy & S. A. Tkachenko. DOI: 10.3103/S1541308X19040125. [PDF]

• Underwater acoustic energy fluctuations during strong internal wave activity using a three-dimensional parabolic equation model

  Georges A. Dossot, Kevin B. Smith, Mohsen Badiey, James H. Miller, and Gopu R. Potty. DOI: 10.1121/1.5125260. [PDF]

• Maximum Entropy Derived Statistics of Sound-Speed Structure in a Fine-Grained Sediment Inferred From Sparse Broadband Acoustic Measurements on the New England Continental Shelf

  David P. Knobles, Preston S. Wilson, John A. Goff, Lin Wan, Michael J. Buckingham, Jason D. Chaytor, and Mohsen Badiey. DOI: 10.1109/JOE.2019.2922717. [PDF]

• Estimates of Low-Frequency Sound Speed and Attenuation in a Surface Mud Layer Using Low-Order Modes

  Lin Wan; Mohsen Badiey, David P. Knobles, Preston S. Wilson, and John A. Goff. DOI: 10.1109/JOE.2019.2923861. [PDF]

• A convolutional neural network for source range and ocean seabed classification using pressure time-series

  David Van Komen, Tracianne B. Neilsen, David P. Knobles, and Mohsen Badiey. DOI: 10.1121/2.0001124. [PDF]

• A feedforward neural network for source range and ocean seabed classification using time-domain features

  David F. Van Komen, Tracianne B. Neilsen, David P. Knobles, and Mohsen Badiey. DOI: 10.1121/2.0001077. [PDF]

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