Peter Gerstoft

Affiliations

Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093-0238, USA.

ORCID: s000000020471062X

Publications (48)

Block-sparse two-dimensional off-grid beamforming with arbitrary planar array geometry.

The Journal of the Acoustical Society of America

Avec: Yongsung Park , Woojae Seong , Peter Gerstoft

Inversion of head waves in ocean acoustic ambient noise.

The Journal of the Acoustical Society of America

Avec: Jie Li , Peter Gerstoft , Martin Siderius , Jun Fan

Introduction to the special issue on machine learning in acoustics.

The Journal of the Acoustical Society of America

Avec: Zoi-Heleni Michalopoulou , Peter Gerstoft , Bozena Kostek , Marie A Roch

Deep transfer learning for underwater direction of arrival using one vector sensor.

The Journal of the Acoustical Society of America

Avec: Huaigang Cao , Wenbo Wang , Lin Su , Haiyan Ni , Peter Gerstoft , Qunyan Ren , Li Ma

Matched field source localization with Gaussian processes.

JASA express letters

Avec: Zoi-Heleni Michalopoulou , Peter Gerstoft , Diego Caviedes-Nozal

Geoacoustic inversion using Bayesian optimization with a Gaussian process surrogate model.

The Journal of the Acoustical Society of America

Avec: William F Jenkins , Peter Gerstoft , Yongsung Park

Localization of partial electrical discharges using compressive spherical frequency-difference beamforming.

The Journal of the Acoustical Society of America

Avec: Jeung-Hoon Lee , Yongsung Park , Peter Gerstoft , Yonghyun Kim

Deep embedded clustering of coral reef bioacoustics.

The Journal of the Acoustical Society of America

Avec: Emma Ozanich , Aaron Thode , Peter Gerstoft , Lauren A Freeman , Simon Freeman

Matched-field geoacoustic inversion based on radial basis function neural network.

The Journal of the Acoustical Society of America

Avec: Yining Shen , Xiang Pan , Zheng Zheng , Peter Gerstoft

Three-dimensional source localization using sparse Bayesian learning on a spherical microphone array.

The Journal of the Acoustical Society of America

Avec: Guoli Ping , Efren Fernandez-Grande , Peter Gerstoft , Zhigang Chu

Mode separation with one hydrophone in shallow water: A sparse Bayesian learning approach based on phase speed.

The Journal of the Acoustical Society of America

Avec: Haiqiang Niu , Peter Gerstoft , Renhe Zhang , Zhenglin Li , Zaixiao Gong , Haibin Wang

Sound source localization based on multi-task learning and image translation network.

The Journal of the Acoustical Society of America

Avec: Yifan Wu , Roshan Ayyalasomayajula , Michael J Bianco , Dinesh Bharadia , Peter Gerstoft

Graph-based sequential beamforming.

The Journal of the Acoustical Society of America

Avec: Yongsung Park , Florian Meyer , Peter Gerstoft

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

The Journal of the Acoustical Society of America

Avec: Ruixian Liu , Peter Gerstoft , Michael J Bianco , Bhaskar D Rao

Predicting ocean pressure field with a physics-informed neural network.

The Journal of the Acoustical Society of America

Avec: Seunghyun Yoon , Yongsung Park , Peter Gerstoft , Woojae Seong

Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array.

The Journal of the Acoustical Society of America

Avec: Haiqiang Niu , Peter Gerstoft , Emma Ozanich , Zhenglin Li , Renhe Zhang , Zaixiao Gong , Haibin Wang

Machine learning in acoustics: Theory and applications.

The Journal of the Acoustical Society of America

Avec: Michael J Bianco , Peter Gerstoft , James Traer , Emma Ozanich , Marie A Roch , Sharon Gannot , Charles-Alban Deledalle

Reinforcement learning applied to metamaterial design.

The Journal of the Acoustical Society of America

Avec: Tristan Shah , Linwei Zhuo , Peter Lai , Amaris De La Rosa-Moreno , Feruza Amirkulova , Peter Gerstoft

Sparse planar arrays for azimuth and elevation using experimental data.

The Journal of the Acoustical Society of America

Avec: Santosh Nannuru , Peter Gerstoft , Guoli Ping , Efren Fernandez-Grande

Inversion in an uncertain ocean using Gaussian processes.

The Journal of the Acoustical Society of America

Avec: Zoi-Heleni Michalopoulou , Peter Gerstoft

Generative models for sound field reconstruction.

The Journal of the Acoustical Society of America

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

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

The Journal of the Acoustical Society of America

Avec: Ishan D Khurjekar , Peter Gerstoft

Deep transfer learning-based variable Doppler underwater acoustic communications.

The Journal of the Acoustical Society of America

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

Spatial acoustic properties recovery with deep learning.

The Journal of the Acoustical Society of America

Avec: Ruixian Liu , Peter Gerstoft

Joint towed array shape and direction of arrivals estimation using sparse Bayesian learning during maneuvering.

The Journal of the Acoustical Society of America

Avec: Zheng Zheng , T C Yang , Peter Gerstoft , Xiang Pan

High-resolution seismic tomography of Long Beach, CA using machine learning.

Scientific reports

Avec: Michael J Bianco , Peter Gerstoft , Kim B Olsen , Fan-Chi Lin

Deep transfer learning for source ranging: Deep-sea experiment results.

The Journal of the Acoustical Society of America

Avec: Wenbo Wang , Haiyan Ni , Lin Su , Tao Hu , Qunyan Ren , Peter Gerstoft , Li Ma

Grid-free compressive mode extraction.

The Journal of the Acoustical Society of America

Avec: Yongsung Park , Peter Gerstoft , Woojae Seong

Automated partial differential equation identification.

The Journal of the Acoustical Society of America

Avec: Ruixian Liu , Michael J Bianco , Peter Gerstoft

Source depth estimation using spectral transformations and convolutional neural network in a deep-sea environment.

The Journal of the Acoustical Society of America

Avec: Wenbo Wang , Zhen Wang , Lin Su , Tao Hu , Qunyan Ren , Peter Gerstoft , Li Ma

Automated two-dimensional localization of underwater acoustic transient impulses using vector sensor image processing (vector sensor localization).

The Journal of the Acoustical Society of America

Avec: Aaron M Thode , Alexander S Conrad , Emma Ozanich , Rylan King , Simon E Freeman , Lauren A Freeman , Brian Zgliczynski , Peter Gerstoft , Katherine H Kim

Gaussian processes for sound field reconstruction.

The Journal of the Acoustical Society of America

Avec: Diego Caviedes-Nozal , Nicolai A B Riis , Franz M Heuchel , Jonas Brunskog , Peter Gerstoft , Efren Fernandez-Grande

Gridless sparse covariance-based beamforming via alternating projections including co-prime arrays.

The Journal of the Acoustical Society of America

Avec: Yongsung Park , Peter Gerstoft

Head-wave correlations in layered seabed: Theory and modeling.

JASA express letters

Avec: Jie Li , Martin Siderius , Peter Gerstoft , Jun Fan , Lanfranco Muzi

Compressive frequency-difference direction-of-arrival estimation.

The Journal of the Acoustical Society of America

Avec: Jeung-Hoon Lee , Yongsung Park , Peter Gerstoft

Eigenvalues of the noise covariance matrix in ocean waveguides.

The Journal of the Acoustical Society of America

Avec: Jie Li , Peter Gerstoft , Jun Fan

Distribution-free prediction intervals with conformal prediction for acoustical estimation.

The Journal of the Acoustical Society of America

Avec: Ishan Khurjekar , Peter Gerstoft

Deep-learning source localization using multi-frequency magnitude-only data.

The Journal of the Acoustical Society of America

Avec: Haiqiang Niu , Zaixiao Gong , Emma Ozanich , Peter Gerstoft , Haibin Wang , Zhenglin Li

Sound source ranging using a feed-forward neural network trained with fitting-based early stopping.

The Journal of the Acoustical Society of America

Avec: Jing Chi , Xiaolei Li , Haozhong Wang , Dazhi Gao , Peter Gerstoft

A feedforward neural network for direction-of-arrival estimation.

The Journal of the Acoustical Society of America

Avec: Emma Ozanich , Peter Gerstoft , Haiqiang Niu

Sequential sparse Bayesian learning for time-varying direction of arrival.

The Journal of the Acoustical Society of America

Avec: Yongsung Park , Florian Meyer , Peter Gerstoft

Virtual head waves in ocean ambient noise: Theory and modeling.

The Journal of the Acoustical Society of America

Avec: Jie Li , Peter Gerstoft , Martin Siderius , Jun Fan

Conditional Wasserstein generative adversarial networks applied to acoustic metamaterial design.

The Journal of the Acoustical Society of America

Avec: Peter Lai , Feruza Amirkulova , Peter Gerstoft

Reducing echo state network size with controllability matrices.

Chaos (Woodbury, N.Y.)

Avec: Brian Whiteaker , Peter Gerstoft

Sound source localization using multiple ad hoc distributed microphone arrays.

JASA express letters

Avec: Manuel Hahmann , Efren Fernandez-Grande , Henrry Gunawan , Peter Gerstoft

Underwater acoustic target recognition using attention-based deep neural network.

JASA express letters

Avec: Xu Xiao , Wenbo Wang , Qunyan Ren , Peter Gerstoft , Li Ma

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

The Journal of the Acoustical Society of America

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

Bayesian optimization with Gaussian process surrogate model for source localization.

The Journal of the Acoustical Society of America

Avec: William F Jenkins , Peter Gerstoft , Yongsung Park

Réseau de co-auteurs

Yongsung Park 10 collaborations

Emma Ozanich 6 collaborations

Michael J Bianco 6 collaborations

Efren Fernandez-Grande 5 collaborations

Jie Li 4 collaborations

Jun Fan 4 collaborations

Wenbo Wang 4 collaborations

Qunyan Ren 4 collaborations

Li Ma 4 collaborations

Haiqiang Niu 4 collaborations

Woojae Seong 3 collaborations

Martin Siderius 3 collaborations

Zoi-Heleni Michalopoulou 3 collaborations

Lin Su 3 collaborations

Diego Caviedes-Nozal 3 collaborations

Zhenglin Li 3 collaborations

Zaixiao Gong 3 collaborations

Haibin Wang 3 collaborations

Ruixian Liu 3 collaborations

Marie A Roch 2 collaborations

Haiyan Ni 2 collaborations

William F Jenkins 2 collaborations

Jeung-Hoon Lee 2 collaborations

Lauren A Freeman 2 collaborations

Xiang Pan 2 collaborations

Zheng Zheng 2 collaborations

Guoli Ping 2 collaborations

Renhe Zhang 2 collaborations

Florian Meyer 2 collaborations

Peter Lai 2 collaborations

Feruza Amirkulova 2 collaborations

Tao Hu 2 collaborations

Bozena Kostek 1 collaboration

Huaigang Cao 1 collaboration

Yonghyun Kim 1 collaboration

Aaron Thode 1 collaboration

Simon Freeman 1 collaboration

Yining Shen 1 collaboration

Zhigang Chu 1 collaboration

Yifan Wu 1 collaboration

Roshan Ayyalasomayajula 1 collaboration

Dinesh Bharadia 1 collaboration

Bhaskar D Rao 1 collaboration

Seunghyun Yoon 1 collaboration

James Traer 1 collaboration

Sharon Gannot 1 collaboration

Charles-Alban Deledalle 1 collaboration

Tristan Shah 1 collaboration

Linwei Zhuo 1 collaboration

Amaris De La Rosa-Moreno 1 collaboration

Santosh Nannuru 1 collaboration

Xenofon Karakonstantis 1 collaboration

Ishan D Khurjekar 1 collaboration

Yufei Liu 1 collaboration

Yunjiang Zhao 1 collaboration

Feng Zhou 1 collaboration

Gang Qiao 1 collaboration

Jingwei Yin 1 collaboration

T C Yang 1 collaboration

Kim B Olsen 1 collaboration

Fan-Chi Lin 1 collaboration

Zhen Wang 1 collaboration

Aaron M Thode 1 collaboration

Alexander S Conrad 1 collaboration

Rylan King 1 collaboration

Simon E Freeman 1 collaboration

Brian Zgliczynski 1 collaboration

Katherine H Kim 1 collaboration

Nicolai A B Riis 1 collaboration

Franz M Heuchel 1 collaboration

Jonas Brunskog 1 collaboration

Lanfranco Muzi 1 collaboration

Ishan Khurjekar 1 collaboration

Jing Chi 1 collaboration

Xiaolei Li 1 collaboration

Haozhong Wang 1 collaboration

Dazhi Gao 1 collaboration

Brian Whiteaker 1 collaboration

Manuel Hahmann 1 collaboration

Henrry Gunawan 1 collaboration

Xu Xiao 1 collaboration

Domenico De Salvio 1 collaboration

Dario D'Orazio 1 collaboration

Massimo Garai 1 collaboration