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William F. Jenkins
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Journal Articles

Bayesian optimization with Gaussian process surrogate model for source localization

William F. Jenkins, II, Peter Gerstoft, Yongsung Park
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 154, 1459–1470 (2023)
https://doi.org/10.1121/10.0020839
Published: September 2023
View article titled, Bayesian optimization with Gaussian process surrogate model for source localization
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Journal Articles

Reducing dimensionality of spectrograms using convolutional autoencoders

William F. Jenkins, Peter Gerstoft, Chih-Chieh Chien, Emma Ozanich
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 153, A178 (2023)
https://doi.org/10.1121/10.0018582
Published: March 2023
View article titled, Reducing dimensionality of spectrograms using convolutional autoencoders
Journal Articles

Acoustic source localization using Bayesian optimization with a Gaussian process surrogate model

William F. Jenkins, Peter Gerstoft, Yongsung Park
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 153, A56 (2023)
https://doi.org/10.1121/10.0018149
Published: March 2023
View article titled, Acoustic source localization using Bayesian optimization with a Gaussian process surrogate model
Journal Articles

Applications of Bayesian optimization with a Gaussian process surrogate model in ocean acoustics

William F. Jenkins, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 152, A157 (2022)
https://doi.org/10.1121/10.0015876
Published: October 2022
View article titled, Applications of Bayesian optimization with a Gaussian process surrogate model in ocean acoustics
Journal Articles

Adaptive variational Hamiltonian Monte Carlo sampling with application to ocean acoustics

Brian A. Whiteaker, William F. Jenkins, Jeremy Schmitt, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 152, A157 (2022)
https://doi.org/10.1121/10.0015875
Published: October 2022
View article titled, Adaptive variational Hamiltonian Monte Carlo sampling with application to ocean acoustics
Journal Articles

Direction of arrival estimation using Gaussian process interpolation

Peter Gerstoft, Manual Hahmann, William F. Jenkins, Zoi-Heleni Michalopoulou, Efren Fernandez-Grande, Christoph Mecklenbrauker
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 152, A142 (2022)
https://doi.org/10.1121/10.0015829
Published: October 2022
View article titled, Direction of arrival estimation using Gaussian process interpolation
Journal Articles

Acquisition functions in Bayesian optimization of ocean acoustic waveguides using Gaussian processes

William F. Jenkins, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 151, A267 (2022)
https://doi.org/10.1121/10.0011293
Published: April 2022
View article titled, Acquisition functions in Bayesian optimization of ocean acoustic waveguides using Gaussian processes
Journal Articles

Gaussian process model selection for parameter estimation in ocean acoustics

William F. Jenkins, Peter Gerstoft
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 150, A279 (2021)
https://doi.org/10.1121/10.0008292
Published: October 2021
View article titled, Gaussian process model selection for parameter estimation in ocean acoustics