T. Neilsen

Most-cited papers

HoloOcean: Realistic Sonar Simulation
Easton R. Potokar, Kalliyan Lay, Kalin Norman, Derek Benham +3 more
2022IEEE/RJS International Conference on Intelligent RObots and Systems49 citations
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HoloOcean: A Full-Featured Marine Robotics Simulator for Perception and Autonomy
Easton R. Potokar, Kalliyan Lay, Kalin Norman, Derek Benham +5 more
2024IEEE Journal of Oceanic Engineering43 citations
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Seabed type and source parameters predictions using ship spectrograms in convolutional neural networks.
D. V. Van Komen, T. Neilsen, Daniel B. Mortenson, M. Acree +3 more
2021Journal of the Acoustical Society of America30 citations Open access
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Learning location and seabed type from a moving mid-frequency source.
T. Neilsen, C. Escobar-Amado, M. Acree, W. Hodgkiss +4 more
2021Journal of the Acoustical Society of America27 citations Open access
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Guest Editorial: Continued Exploration of Fine-Grained Sediments from SBCEX2017
Preston S. Wilson, D. Knobles, T. Neilsen
2022IEEE Journal of Oceanic Engineering21 citations Open access
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Seabed classification from merchant ship-radiated noise using a physics-based ensemble of deep learning algorithms.
C. Escobar-Amado, T. Neilsen, J. Castro-Correa, D. V. Van Komen +3 more
2021Journal of the Acoustical Society of America20 citations
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A CNN for Range and Seabed Estimation on Normalized and Extracted Time-Series Impulses
D. V. Van Komen, Kira Howarth, T. Neilsen, D. Knobles +1 more
2022IEEE Journal of Oceanic Engineering14 citations
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Seabed Classification Using a Convolutional Neural Network on Explosive Sounds
Kira Howarth, T. Neilsen, D. V. Van Komen, D. Knobles
2022IEEE Journal of Oceanic Engineering14 citations
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Statistical Inference of Sound Speed and Attenuation Dispersion of a Fine-Grained Marine Sediment
D. Knobles, C. Escobar-Amado, M. Buckingham, W. Hodgkiss +4 more
2022IEEE Journal of Oceanic Engineering13 citations
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Supervised Classification of Sound Speed Profiles Via Dictionary Learning
Jhon A. Castro-Correa, Stephanie A. Arnett, T. Neilsen, Lin Wan +1 more
2022Journal of Atmospheric and Oceanic Technology11 citations
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Maximum entropy inference of seabed properties using waveguide invariant features from surface ships.
D. Knobles, T. Neilsen, P. Wilson, W. Hodgkiss +2 more
2022Journal of the Acoustical Society of America11 citations Open access
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Influence of seabed on very low frequency sound recorded during passage of merchant ships on the New England shelf.
D. Knobles, P. Wilson, T. Neilsen, W. Hodgkiss
2021Journal of the Acoustical Society of America8 citations Open access
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Design of an underwater acoustics lab
Cameron T. Vongsawad, T. Neilsen, Adam D Kingsley, J. Ellsworth +5 more
2021Proceedings of meetings on acoustics8 citations Open access
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Validating deep learning seabed classification via acoustic similarity.
D. Forman, T. Neilsen, D. V. Van Komen, D. Knobles
2021JASA Express Letters7 citations Open access
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Information geometry analysis example for absolute and relative transmission loss in a shallow ocean.
Jay C. Spendlove, T. Neilsen, M. Transtrum
2024JASA Express Letters6 citations Open access
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Inference of source signatures of merchant ships in shallow ocean environmentsa).
D. Knobles, T. Neilsen, W. Hodgkiss, J. A. Goff
2024Journal of the Acoustical Society of America5 citations
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Deep sediment heterogeneity inferred using very low-frequency features from merchant shipsa).
Alexandra M. Hopps-McDaniel, T. Neilsen, D. Knobles, W. Hodgkiss +2 more
2024Journal of the Acoustical Society of America5 citations
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Acoustic Shock Formation in Noise Propagation During Military Aircraft Ground Run-Up Operations
Brent O. Reichman, K. Gee, T. Neilsen, S. Swift +3 more
2022AIAA Journal5 citations
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An information-matching approach to optimal experimental design and active learning
Yonatan Kurniawan, T. Neilsen, Benjamin L. Francis, Aleksandar M. Stanković +6 more
2024Applied Physics Letters4 citations Open access
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Accurate broadband gradient estimates enable local sensitivity analysis of ocean acoustic models
Michael C. Mortenson, T. Neilsen, M. Transtrum, D. Knobles
2022Journal of Theoretical and Computational Acoustics4 citations Open access
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Mentored student research: A case study evaluation of benefits and best practices.
Cameron T. Vongsawad, Adam H. Bennion, Scott P. Hollingsworth, Kaylyn N. Terry +3 more
2022Journal of the Acoustical Society of America4 citations
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Ensemble approach to deep learning seabed classification using multichannel ship noisea).
Ginger E. Lau, Michael C. Mortenson, T. Neilsen, D. V. Van Komen +2 more
2025Journal of the Acoustical Society of America3 citations
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Sounds to Astound: An acoustics outreach show.
Jennifer K. Whiting, Mark L. Berardi, Aaron B. Vaughn, Cameron T. Vongsawad +3 more
2022Journal of the Acoustical Society of America3 citations
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Experimental Multiblast Craters and Ejecta—Seismo‐Acoustics, Jet Characteristics, Craters, and Ejecta Deposits and Implications for Volcanic Explosions
I. Sonder, A. Graettinger, T. Neilsen, R. Matoza +7 more
2022Journal of Geophysical Research - Solid Earth3 citations Open access
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Introduction to the special issue on assessing sediment heterogeneity on continental shelves and slopesa).
D. Knobles, T. Neilsen, Preston S. Wilson, K. Becker
2025Journal of the Acoustical Society of America2 citations
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Feature-based maximum entropy for geophysical properties of the seabeda).
D. Knobles, W. Hodgkiss, J. Chaytor, T. Neilsen +1 more
2024Journal of the Acoustical Society of America2 citations
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Seabed classification with ResNet-18 using multi-channel ship noise spectrograms
Ginger E. Lau, T. Neilsen, D. Knobles, W. Hodgkiss
2023Journal of the Acoustical Society of America2 citations
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Maximum entropy temperature selection via the equipartition theorem
Jacob R. Nuttall, T. Neilsen, M. Transtrum
2023Proceedings of meetings on acoustics2 citations
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Characterizing large public spaces at an aquarium
Taylor A. Jackson, Michael M. Hogg, Jason D. Bickmore, Peter K. Jensen +5 more
2025Journal of the Acoustical Society of America1 citations
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Transfer learning to account for sound speed changes: Example for source ranging in underwater laboratory tank.
Natalie J Bickmore, Corey E Dobbs, Cameron T. Vongsawad, T. Neilsen
2025JASA Express Letters1 citations Open access
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Learning Seabed Properties and Sensitivities from Ship Noise Spectrograms
Michael C. Mortenson, T. Neilsen, M. Transtrum, D. Knobles
2024Oceans1 citations
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Information geometry in underwater acoustics: tutorial, case study, and outlook
Jay C. Spendlove, Michael C. Mortenson, T. Neilsen, M. Transtrum
2024Journal of Theoretical and Computational Acoustics1 citations Open access
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Frequency characterization of laser microphones
Carson F. Cunningham, Alexandra M. Hopps, Wyatt Losee, R. Sandberg +2 more
2023Journal of the Acoustical Society of America1 citations
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Comparison of seabed classification using unsupervised and supervised learning on ship noise spectrograms
T. Neilsen, Bethany Wu, Corey E Dobbs, Christian A. Escobar-Amado +5 more
2023Oceans1 citations
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Can unsupervised machine learning help us understand the data collected in the ocean?
Wesley Chen, T. Neilsen
2023Journal of the Acoustical Society of America1 citations
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Validating seabed classification of spectrograms from multiple channels on a vertical line array
Ginger E. Lau, T. Neilsen
2023Proceedings of meetings on acoustics1 citations
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Temperature-induced sound speed variability in a laboratory water tank
Alexandra M. Hopps-McDaniel, T. Neilsen
2023Proceedings of meetings on acoustics1 citations
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Determining optimal time interval and frequency band of ship noise spectrograms for seabed classification
S. Amos, Daniel B. Mortenson, T. Neilsen, D. Knobles +1 more
2022Proceedings of meetings on acoustics1 citations
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Evaluating applicability of an azimuthally symmetric model in a laboratory tank with absorptive panels
Scott P. Hollingsworth, Cameron T. Vongsawad, T. Neilsen
2021Journal of the Acoustical Society of America1 citations
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Acoustic binary classification of ice cover conditions using deep learning
Leora D. Robinson, T. Neilsen
2026Journal of the Acoustical Society of America0 citations
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Information geometry techniques applied to bottom loss parameter identifiability
A. Edwards, T. Neilsen, M. Transtrum
2026Journal of the Acoustical Society of America0 citations
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Comparing clustering algorithms and input features for preliminary labeling of acoustic data samples
Emily C. Bacon, T. Neilsen, Paul Leary, K. Gemba +1 more
2026Journal of the Acoustical Society of America0 citations
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Evaluating deep learning for seabed properties using Bayesian optimization
Lily M. Holladay, T. Neilsen, S. Sahoo, G. Bayrakci
2026Journal of the Acoustical Society of America0 citations
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Ocean ambient noise: Earthquakes, volcanos, ships, and so many bubbles
Andrew Penrod, T. Neilsen
2026Journal of the Acoustical Society of America0 citations
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Validation of an automated protocol for measuring source directivity in a laboratory water tank
Benjamin L. White, T. Neilsen
2026Journal of the Acoustical Society of America0 citations
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Deep learning seabed classification using ship noise and a porosity-based catalog
Dallin T. Harwood, Alexandra M. Hopps-McDaniel, T. Neilsen, W. Hodgkiss +1 more
2026Journal of the Acoustical Society of America0 citations
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Preliminary modeling of tidal turbines in underwater environments
Mara Hirschmann, T. Neilsen
2026Journal of the Acoustical Society of America0 citations
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Sound levels from an ultrasonic angioplasty device
Sara P. Marcello, T. Neilsen, William C. Tang
2026Journal of the Acoustical Society of America0 citations
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Sound transmission into a large aquarium shark tank
Madilyn K. M. Randall, Taylor A. Jackson, T. Neilsen, Michael Ashcroft +1 more
2025Proceedings of meetings on acoustics0 citations Open access
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Investigating sound transmission into a large aquarium shark tank
Madilyn K. M. Randall, Benjamin L. White, Molly Boseman, Trigg Randall +3 more
2025Journal of the Acoustical Society of America0 citations
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