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Journal Articles

Bayesian optimization with Gaussian process surrogate model for source localization

William F. Jenkins, II, Peter Gerstoft, Yongsung Park

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

Journal Articles

Uncertainty quantification for direction-of-arrival estimation with conformal prediction

Ishan D. Khurjekar, Peter Gerstoft

J. Acoust. Soc. Am. 154, 979–990 (2023)

https://doi.org/10.1121/10.0020655

Published: August 2023

View article titled, Uncertainty quantification for direction-of-arrival estimation with conformal prediction

Journal Articles

Deep transfer learning-based variable Doppler underwater acoustic communications

Yufei Liu, Yunjiang Zhao, Peter Gerstoft, Feng Zhou, Gang Qiao, Jingwei Yin

J. Acoust. Soc. Am. 154, 232–244 (2023)

https://doi.org/10.1121/10.0020147

Published: July 2023

View article titled, Deep transfer learning-based variable Doppler underwater acoustic communications

Journal Articles

Compressive frequency-difference direction-of-arrival estimation

Jeung-Hoon Lee, Yongsung Park, Peter Gerstoft

J. Acoust. Soc. Am. 154, 141–151 (2023)

https://doi.org/10.1121/10.0020053

Published: July 2023

View article titled, Compressive frequency-difference direction-of-arrival estimation

Journal Articles

Recovery of spatially varying acoustical properties via automated partial differential equation identification

Ruixian Liu, Peter Gerstoft, Michael J Bianco, Bhaskar D. Rao

J. Acoust. Soc. Am. 153, 3169 (2023)

https://doi.org/10.1121/10.0019592

Published: June 2023

View article titled, Recovery of spatially varying acoustical properties via automated partial differential equation identification

Journal Articles

Inversion in an uncertain ocean using Gaussian processes

Zoi-Heleni Michalopoulou, Peter Gerstoft

J. Acoust. Soc. Am. 153, 1600–1611 (2023)

https://doi.org/10.1121/10.0017437

Published: March 2023

View article titled, Inversion in an uncertain ocean using Gaussian processes

Journal Articles

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

William F. Jenkins, Peter Gerstoft, Yongsung Park

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

Difference-frequency MUSIC for beamforming

Yongsung Park, Peter Gerstoft, Jeung-Hoon Lee

J. Acoust. Soc. Am. 153, A56 (2023)

https://doi.org/10.1121/10.0018148

Published: March 2023

View article titled, Difference-frequency MUSIC for beamforming

Journal Articles

Uncertainty quantification of deep learning based direction-of-arrival estimation with conformal prediction

Ishan D. Khurjekar, Peter Gerstoft

J. Acoust. Soc. Am. 153, A84 (2023)

https://doi.org/10.1121/10.0018255

Published: March 2023

View article titled, Uncertainty quantification of deep learning based direction-of-arrival estimation with conformal prediction

Journal Articles

Waveform modeling with Gaussian Processes for inversion in ocean acoustics

Zoi-Heleni Michalopoulou, Peter Gerstoft

J. Acoust. Soc. Am. 153, A177 (2023)

https://doi.org/10.1121/10.0018577

Published: March 2023

View article titled, Waveform modeling with Gaussian Processes for inversion in ocean acoustics

Journal Articles

Reducing dimensionality of spectrograms using convolutional autoencoders

William F. Jenkins, Peter Gerstoft, Chih-Chieh Chien, Emma Ozanich

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

Generative models for sound field reconstruction

Efren Fernandez-Grande, Xenofon Karakonstantis, Diego Caviedes-Nozal, Peter Gerstoft

J. Acoust. Soc. Am. 153, 1179–1190 (2023)

https://doi.org/10.1121/10.0016896

Published: February 2023

View article titled, Generative models for sound field reconstruction

Journal Articles

Graph-based sequential beamforming

Yongsung Park, Florian Meyer, Peter Gerstoft

J. Acoust. Soc. Am. 153, 723–737 (2023)

https://doi.org/10.1121/10.0016876

Published: January 2023

View article titled, Graph-based sequential beamforming

Journal Articles

Blind source separation by long-term monitoring: A variational autoencoder to validate the clustering analysis

Domenico De Salvio, Michael J. Bianco, Peter Gerstoft, Dario D'Orazio, Massimo Garai

J. Acoust. Soc. Am. 153, 738–750 (2023)

https://doi.org/10.1121/10.0016887

Published: January 2023

View article titled, Blind source separation by long-term monitoring: A variational autoencoder to validate the clustering analysis

Journal Articles

Normal mode extraction using sparse Bayesian learning in shallow water

Haiqiang Niu, Peter Gerstoft

J. Acoust. Soc. Am. 152, A267 (2022)

https://doi.org/10.1121/10.0016232

Published: October 2022

View article titled, Normal mode extraction using sparse Bayesian learning in shallow water

Journal Articles

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

William F. Jenkins, Peter Gerstoft

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

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

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

Alternating projections-based gridless compressive beamforming with co-prime arrays

Yongsung Park, Peter Gerstoft

J. Acoust. Soc. Am. 152, A143 (2022)

https://doi.org/10.1121/10.0015834

Published: October 2022

View article titled, Alternating projections-based gridless compressive beamforming with co-prime arrays

Journal Articles

A forward-backward filter for estimating mud properties in SBCEX 17

Zoi-Heleni Michalopoulou, Peter Gerstoft, Diego Rios, William Hodgkiss

J. Acoust. Soc. Am. 152, A146 (2022)

https://doi.org/10.1121/10.0015847

Published: October 2022

View article titled, A forward-backward filter for estimating mud properties in SBCEX 17

NARROW

Topics

Bayesian optimization with Gaussian process surrogate model for source localization

Uncertainty quantification for direction-of-arrival estimation with conformal prediction

Deep transfer learning-based variable Doppler underwater acoustic communications

Compressive frequency-difference direction-of-arrival estimation

Recovery of spatially varying acoustical properties via automated partial differential equation identification

Inversion in an uncertain ocean using Gaussian processes

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

Difference-frequency MUSIC for beamforming

Uncertainty quantification of deep learning based direction-of-arrival estimation with conformal prediction

Waveform modeling with Gaussian Processes for inversion in ocean acoustics

Reducing dimensionality of spectrograms using convolutional autoencoders

Generative models for sound field reconstruction

Graph-based sequential beamforming

Blind source separation by long-term monitoring: A variational autoencoder to validate the clustering analysis

Normal mode extraction using sparse Bayesian learning in shallow water

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

Adaptive variational Hamiltonian Monte Carlo sampling with application to ocean acoustics

Direction of arrival estimation using Gaussian process interpolation

Alternating projections-based gridless compressive beamforming with co-prime arrays

A forward-backward filter for estimating mud properties in SBCEX 17

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