David F. Van Komen

发表

Evaluating the effectiveness of subarrays in beamforming computations of complex jet noise source environments

Tracianne B. Neilsen, Kent L. Gee, David F. Van Komen, 2018 .

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

Tracianne B. Neilsen, David F. Van Komen, Mohsen Badiey, 2019 .

Investigating parameter importance for different ocean environments using Fisher Information

Tracianne B. Neilsen, Mark K. Transtrum, David F. Van Komen, 2019 .

Localization of directional noise sources from high-performance military aircraft through subarray beamforming analysis

Tracianne B. Neilsen, Kent L. Gee, David F. Van Komen, 2018 .

A waveform-based convolutional neural net for source range and ocean environment classification

Tracianne B. Neilsen, David F. Van Komen, Mohsen Badiey, 2019 .

A convolutional neural network applied to measured time series for source range and ocean seabed classification

Tracianne B. Neilsen, Peter H. Dahl, David F. Van Komen, 2019 .

Optimal experimental design for machine learning using the Fisher information matrix

Tracianne B. Neilsen, Mark K. Transtrum, David F. Van Komen, 2018 .

Effect of signal to noise ratio on a convolutional neural network for source ranging and environmental classification

Tracianne B. Neilsen, Peter H. Dahl, Kira Howarth, 2019 .

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

Tracianne B. Neilsen, David F. Van Komen, Mohsen Badiey, 2019 .

Differences in regression, classification, and multi-task deep learning on pressure time series for range and seabed type

Tracianne B. Neilsen, Kira Howarth, David F. Van Komen, 2020 .

Support vector machine for underwater acoustic signal range and environment classification

Peter H. Dahl, David F. Van Komen, David P. Knobles, 2019 .

Effect of environmental uncertainty on source localization from mid-frequency tonals using convolutional neural networks

Tracianne B. Neilsen, David F. Van Komen, Mohsen Badiey, 2020 .

A deep learning approach to source localization and seabed classification using pressure time-series from a vertical array

Tracianne B. Neilsen, David F. Van Komen, David P. Knobles, 2019 .