David F. Van Komen

Seabed and range estimation of impulsive time series using a convolutional neural network

David F. Van Komen, Tracianne B. Neilsen, Kira Howarth et al. · The Journal of the Acoustical Society of America · 2020 · 56 citations · Full text

Engineering, Ocean Engineering, Oceanography +15

Learning location and seabed type from a moving mid-frequency source

Tracianne B. Neilsen, Christian D. Escobar-Amado, Mason C. Acree et al. · The Journal of the Acoustical Society of America · 2021 · 39 citations

Engineering, Ocean Engineering, Oceanography +17

Seabed type and source parameters predictions using ship spectrograms in convolutional neural networks

David F. Van Komen, Tracianne B. Neilsen, Daniel B. Mortenson et al. · The Journal of the Acoustical Society of America · 2021 · 33 citations

Engineering, Marine Engineering, Ocean Engineering +14

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 et al. · The Journal of the Acoustical Society of America · 2021 · 25 citations

Computing, Ocean Engineering, Machine Learning +15

A CNN for Range and Seabed Estimation on Normalized and Extracted Time-Series Impulses

David F. Van Komen, Kira Howarth, Tracianne B. Neilsen et al. · IEEE Journal of Oceanic Engineering · 2022 · 21 citations

Natural Sciences, Ocean Engineering, Oceanography +17