Peter Gerstoft

Title(s)RES-FY-NON REP, Marine Physical Laboratory
SchoolVc-marine Sciences
Address9500 Gilman Drive #
La Jolla CA 92093
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    1. Non-convex sparse beamformer. J Acoust Soc Am. 2025 May 01; 157(5):3345-3357. Lee J, Park Y, Gerstoft P, Lee K. PMID: 40314463.
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    2. Hybrid data- and model-driven three-dimensional ocean sound speed field super-resolution: Diffusion model meets low-rank tensor. J Acoust Soc Am. 2025 May 01; 157(5):3756-3770. Sun Y, Li S, Fang S, Cheng L, Li J, Gerstoft P. PMID: 40377535.
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    3. Synthetic head-wave correlations from ocean ambient noise on a drifting vertical line array. J Acoust Soc Am. 2025 May 01; 157(5):3220-3231. Li J, Gerstoft P, Siderius M. PMID: 40310247.
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    4. Generalized frequency-sum beamforming for low frequencies. J Acoust Soc Am. 2024 Dec 01; 156(6):4037-4047. Lee J, Park Y, Gerstoft P. PMID: 39679779.
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    5. Localization of partial electrical discharges using compressive spherical frequency-difference beamforming. J Acoust Soc Am. 2024 Oct 01; 156(4):2838-2850. Lee JH, Park Y, Gerstoft P, Kim Y. PMID: 39441042.
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    6. Distribution-free prediction intervals with conformal prediction for acoustical estimation. J Acoust Soc Am. 2024 Oct 01; 156(4):2656-2667. Khurjekar I, Gerstoft P. PMID: 39422478.
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    7. Geoacoustic inversion using Bayesian optimization with a Gaussian process surrogate model. J Acoust Soc Am. 2024 Aug 01; 156(2):812-822. Jenkins WF, Gerstoft P, Park Y. PMID: 39109833.
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    8. Eigenvalues of the noise covariance matrix in ocean waveguides. J Acoust Soc Am. 2024 Jul 01; 156(1):189-201. Li J, Gerstoft P, Fan J. PMID: 38975835.
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    9. Spatial acoustic properties recovery with deep learning. J Acoust Soc Am. 2024 Jun 01; 155(6):3690-3701. Liu R, Gerstoft P. PMID: 38847594.
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    10. Predicting ocean pressure field with a physics-informed neural network. J Acoust Soc Am. 2024 Mar 01; 155(3):2037-2049. Yoon S, Park Y, Gerstoft P, Seong W. PMID: 38477613.
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    11. Bayesian optimization with Gaussian process surrogate model for source localization. J Acoust Soc Am. 2023 Sep 01; 154(3):1459-1470. Jenkins WF, Gerstoft P, Park Y. PMID: 37675968.
      View in: PubMed   Mentions: 1     Fields:    
    12. Uncertainty quantification for direction-of-arrival estimation with conformal prediction. J Acoust Soc Am. 2023 Aug 01; 154(2):979-990. Khurjekar ID, Gerstoft P. PMID: 37581510.
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    13. Deep transfer learning-based variable Doppler underwater acoustic communications. J Acoust Soc Am. 2023 Jul 01; 154(1):232-244. Liu Y, Zhao Y, Gerstoft P, Zhou F, Qiao G, Yin J. PMID: 37439637.
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    14. Compressive frequency-difference direction-of-arrival estimation. J Acoust Soc Am. 2023 Jul 01; 154(1):141-151. Lee JH, Park Y, Gerstoft P. PMID: 37432051.
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    15. Recovery of spatially varying acoustical properties via automated partial differential equation identification. J Acoust Soc Am. 2023 Jun 01; 153(6):3169. Liu R, Gerstoft P, Bianco MJ, Rao BD. PMID: 37266930.
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    16. Inversion in an uncertain ocean using Gaussian processes. J Acoust Soc Am. 2023 Mar; 153(3):1600. Michalopoulou ZH, Gerstoft P. PMID: 37002109.
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    17. Generative models for sound field reconstruction. J Acoust Soc Am. 2023 Feb; 153(2):1179. Fernandez-Grande E, Karakonstantis X, Caviedes-Nozal D, Gerstoft P. PMID: 36859132.
      View in: PubMed   Mentions: 1     Fields:    
    18. Blind source separation by long-term monitoring: A variational autoencoder to validate the clustering analysis. J Acoust Soc Am. 2023 Jan; 153(1):738. De Salvio D, Bianco MJ, Gerstoft P, D'Orazio D, Garai M. PMID: 36732230.
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    19. Graph-based sequential beamforming. J Acoust Soc Am. 2023 Jan; 153(1):723. Park Y, Meyer F, Gerstoft P. PMID: 36732218.
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    20. Reducing echo state network size with controllability matrices. Chaos. 2022 Jul; 32(7):073116. Whiteaker B, Gerstoft P. PMID: 35907714.
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    21. Sound source localization using multiple ad hoc distributed microphone arrays. JASA Express Lett. 2022 07; 2(7):074801. Hahmann M, Fernandez-Grande E, Gunawan H, Gerstoft P. PMID: 36154052.
      View in: PubMed   Mentions: 1     Fields:    
    22. Gridless sparse covariance-based beamforming via alternating projections including co-prime arrays. J Acoust Soc Am. 2022 Jun; 151(6):3828. Park Y, Gerstoft P. PMID: 35778210.
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    23. Conditional Wasserstein generative adversarial networks applied to acoustic metamaterial design. J Acoust Soc Am. 2021 Dec; 150(6):4362. Lai P, Amirkulova F, Gerstoft P. PMID: 34972305.
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    24. Sound source localization based on multi-task learning and image translation network. J Acoust Soc Am. 2021 Nov; 150(5):3374. Wu Y, Ayyalasomayajula R, Bianco MJ, Bharadia D, Gerstoft P. PMID: 34852589.
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    25. Underwater acoustic target recognition using attention-based deep neural network. JASA Express Lett. 2021 10; 1(10):106001. Xiao X, Wang W, Ren Q, Gerstoft P, Ma L. PMID: 36154215.
      View in: PubMed   Mentions: 1     Fields:    Translation:PHPublic Health
    26. Automated partial differential equation identification. J Acoust Soc Am. 2021 Oct; 150(4):2364. Liu R, Bianco MJ, Gerstoft P. PMID: 34717467.
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    27. Introduction to the special issue on machine learning in acoustics. J Acoust Soc Am. 2021 10; 150(4):3204. Michalopoulou ZH, Gerstoft P, Kostek B, Roch MA. PMID: 34717489.
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    28. Head-wave correlations in layered seabed: Theory and modeling. JASA Express Lett. 2021 09; 1(9):096001. Li J, Siderius M, Gerstoft P, Fan J, Muzi L. PMID: 36154209.
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    29. Reinforcement learning applied to metamaterial design. J Acoust Soc Am. 2021 Jul; 150(1):321. Shah T, Zhuo L, Lai P, De La Rosa-Moreno A, Amirkulova F, Gerstoft P. PMID: 34340495.
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    30. Matched field source localization with Gaussian processes. JASA Express Lett. 2021 Jun; 1(6):064801. Michalopoulou ZH, Gerstoft P, Caviedes-Nozal D. PMID: 36154367.
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    31. Mode separation with one hydrophone in shallow water: A sparse Bayesian learning approach based on phase speed. J Acoust Soc Am. 2021 Jun; 149(6):4366. Niu H, Gerstoft P, Zhang R, Li Z, Gong Z, Wang H. PMID: 34241465.
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    32. Deep embedded clustering of coral reef bioacoustics. J Acoust Soc Am. 2021 04; 149(4):2587. Ozanich E, Thode A, Gerstoft P, Freeman LA, Freeman S. PMID: 33940892.
      View in: PubMed   Mentions: 5     Fields:    Translation:Animals
    33. Deep transfer learning for underwater direction of arrival using one vector sensor. J Acoust Soc Am. 2021 Mar; 149(3):1699. Cao H, Wang W, Su L, Ni H, Gerstoft P, Ren Q, Ma L. PMID: 33765776.
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    34. Sequential sparse Bayesian learning for time-varying direction of arrival. J Acoust Soc Am. 2021 03; 149(3):2089. Park Y, Meyer F, Gerstoft P. PMID: 33810770.
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    35. Gaussian processes for sound field reconstruction. J Acoust Soc Am. 2021 Feb; 149(2):1107. Caviedes-Nozal D, Riis NAB, Heuchel FM, Brunskog J, Gerstoft P, Fernandez-Grande E. PMID: 33639801.
      View in: PubMed   Mentions: 1     Fields:    
    36. Automated two-dimensional localization of underwater acoustic transient impulses using vector sensor image processing (vector sensor localization). J Acoust Soc Am. 2021 02; 149(2):770. Thode AM, Conrad AS, Ozanich E, King R, Freeman SE, Freeman LA, Zgliczynski B, Gerstoft P, Kim KH. PMID: 33639780.
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    37. Sparse planar arrays for azimuth and elevation using experimental data. J Acoust Soc Am. 2021 Jan; 149(1):167. Nannuru S, Gerstoft P, Ping G, Fernandez-Grande E. PMID: 33514142.
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    38. Source depth estimation using spectral transformations and convolutional neural network in a deep-sea environment. J Acoust Soc Am. 2020 12; 148(6):3633. Wang W, Wang Z, Su L, Hu T, Ren Q, Gerstoft P, Ma L. PMID: 33379929.
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    39. Virtual head waves in ocean ambient noise: Theory and modeling. J Acoust Soc Am. 2020 12; 148(6):3836. Li J, Gerstoft P, Siderius M, Fan J. PMID: 33379930.
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    40. Matched-field geoacoustic inversion based on radial basis function neural network. J Acoust Soc Am. 2020 11; 148(5):3279. Shen Y, Pan X, Zheng Z, Gerstoft P. PMID: 33261396.
      View in: PubMed   Mentions: 1     Fields:    
    41. Three-dimensional source localization using sparse Bayesian learning on a spherical microphone array. J Acoust Soc Am. 2020 Jun; 147(6):3895. Ping G, Fernandez-Grande E, Gerstoft P, Chu Z. PMID: 32611179.
      View in: PubMed   Mentions: 5     Fields:    
    42. Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array. J Acoust Soc Am. 2020 Jun; 147(6):3729. Niu H, Gerstoft P, Ozanich E, Li Z, Zhang R, Gong Z, Wang H. PMID: 32611184.
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    43. Block-sparse two-dimensional off-grid beamforming with arbitrary planar array geometry. J Acoust Soc Am. 2020 Apr; 147(4):2184. Park Y, Seong W, Gerstoft P. PMID: 32359284.
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    44. A feedforward neural network for direction-of-arrival estimation. J Acoust Soc Am. 2020 03; 147(3):2035. Ozanich E, Gerstoft P, Niu H. PMID: 32237833.
      View in: PubMed   Mentions: 7     Fields:    
    45. Joint towed array shape and direction of arrivals estimation using sparse Bayesian learning during maneuvering. J Acoust Soc Am. 2020 Mar; 147(3):1738. Zheng Z, Yang TC, Gerstoft P, Pan X. PMID: 32237832.
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    46. Inversion of head waves in ocean acoustic ambient noise. J Acoust Soc Am. 2020 03; 147(3):1752. Li J, Gerstoft P, Siderius M, Fan J. PMID: 32237859.
      View in: PubMed   Mentions: 1     Fields:    
    47. Machine learning in acoustics: Theory and applications. J Acoust Soc Am. 2019 11; 146(5):3590. Bianco MJ, Gerstoft P, Traer J, Ozanich E, Roch MA, Gannot S, Deledalle CA. PMID: 31795641.
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    48. High-resolution seismic tomography of Long Beach, CA using machine learning. Sci Rep. 2019 10 18; 9(1):14987. Bianco MJ, Gerstoft P, Olsen KB, Lin FC. PMID: 31628398; PMCID: PMC6802216.
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    49. Deep transfer learning for source ranging: Deep-sea experiment results. J Acoust Soc Am. 2019 10; 146(4):EL317. Wang W, Ni H, Su L, Hu T, Ren Q, Gerstoft P, Ma L. PMID: 31671979.
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    50. Sound source ranging using a feed-forward neural network trained with fitting-based early stopping. J Acoust Soc Am. 2019 09; 146(3):EL258. Chi J, Li X, Wang H, Gao D, Gerstoft P. PMID: 31590517.
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    51. Deep-learning source localization using multi-frequency magnitude-only data. J Acoust Soc Am. 2019 Jul; 146(1):211. Niu H, Gong Z, Ozanich E, Gerstoft P, Wang H, Li Z. PMID: 31370608.
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    52. Grid-free compressive mode extraction. J Acoust Soc Am. 2019 Mar; 145(3):1427. Park Y, Gerstoft P, Seong W. PMID: 31067941.
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    53. Sparse Bayesian learning for beamforming using sparse linear arrays. J Acoust Soc Am. 2018 Nov; 144(5):2719. Nannuru S, Koochakzadeh A, Gemba KL, Pal P, Gerstoft P. PMID: 30522308.
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    54. Introduction to special issue on compressive sensing in acoustics. J Acoust Soc Am. 2018 Jun; 143(6):3731. Gerstoft P, Mecklenbräuker CF, Seong W, Bianco M. PMID: 29960475.
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    55. Head waves in ocean acoustic ambient noise: Measurements and modeling. J Acoust Soc Am. 2018 02; 143(2):1182. Siderius M, Li J, Gerstoft P. PMID: 29495697.
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    56. Ship localization in Santa Barbara Channel using machine learning classifiers. J Acoust Soc Am. 2017 11; 142(5):EL455. Niu H, Ozanich E, Gerstoft P. PMID: 29195449.
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    57. Eastern Arctic ambient noise on a drifting vertical array. J Acoust Soc Am. 2017 10; 142(4):1997. Ozanich E, Gerstoft P, Worcester PF, Dzieciuch MA, Thode A. PMID: 29092535.
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    58. Source localization in an ocean waveguide using supervised machine learning. J Acoust Soc Am. 2017 09; 142(3):1176. Niu H, Reeves E, Gerstoft P. PMID: 28964107.
      View in: PubMed   Mentions: 7     Fields:    
    59. Multi-frequency sparse Bayesian learning for robust matched field processing. J Acoust Soc Am. 2017 05; 141(5):3411. Gemba KL, Nannuru S, Gerstoft P, Hodgkiss WS. PMID: 28599515; PMCID: PMC5438309.
      View in: PubMed   Mentions: 6     Fields:    
    60. Multiple-array passive acoustic source localization in shallow water. J Acoust Soc Am. 2017 03; 141(3):1501. Tollefsen D, Gerstoft P, Hodgkiss WS. PMID: 28372045.
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    61. Dictionary learning of sound speed profiles. J Acoust Soc Am. 2017 03; 141(3):1749. Bianco M, Gerstoft P. PMID: 28372126.
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    62. Localizing scatterers from surf noise cross correlations. J Acoust Soc Am. 2017 01; 141(1):EL64. Li J, Gerstoft P, Gao D, Li G, Wang N. PMID: 28147624.
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    63. Adaptive and compressive matched field processing. J Acoust Soc Am. 2017 01; 141(1):92. Gemba KL, Hodgkiss WS, Gerstoft P. PMID: 28147570.
      View in: PubMed   Mentions: 7     Fields:    
    64. A sparse equivalent source method for near-field acoustic holography. J Acoust Soc Am. 2017 01; 141(1):532. Fernandez-Grande E, Xenaki A, Gerstoft P. PMID: 28147626.
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    65. Block-sparse beamforming for spatially extended sources in a Bayesian formulation. J Acoust Soc Am. 2016 09; 140(3):1828. Xenaki A, Fernandez-Grande E, Gerstoft P. PMID: 27914408.
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    66. "Weather bomb" induced seismic signals. Science. 2016 08 26; 353(6302):869-70. Gerstoft P, Bromirski PD. PMID: 27563085.
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    67. Passive fathometer reflector identification with phase shift modeling. J Acoust Soc Am. 2016 07; 140(1):EL125. Michalopoulou ZH, Gerstoft P. PMID: 27475201.
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    68. Compressive acoustic sound speed profile estimation. J Acoust Soc Am. 2016 Mar; 139(3):EL90-4. Bianco M, Gerstoft P. PMID: 27036293.
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    69. Multiple and single snapshot compressive beamforming. J Acoust Soc Am. 2015 Oct; 138(4):2003-14. Gerstoft P, Xenaki A, Mecklenbräuker CF. PMID: 26520284.
      View in: PubMed   Mentions: 11     Fields:    
    70. Change-point detection for recursive Bayesian geoacoustic inversions. J Acoust Soc Am. 2015 Apr; 137(4):1962-70. Tan BA, Gerstoft P, Yardim C, Hodgkiss WS. PMID: 25920847.
      View in: PubMed   Mentions: 3     Fields:    
    71. Grid-free compressive beamforming. J Acoust Soc Am. 2015 Apr; 137(4):1923-35. Xenaki A, Gerstoft P. PMID: 25920844.
      View in: PubMed   Mentions: 4     Fields:    
    72. Recursive Bayesian synthetic aperture geoacoustic inversion in the presence of motion dynamics. J Acoust Soc Am. 2014 Sep; 136(3):1187. Tan BA, Gerstoft P, Yardim C, Hodgkiss WS. PMID: 25190393.
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    73. Compressive beamforming. J Acoust Soc Am. 2014 Jul; 136(1):260-71. Xenaki A, Gerstoft P, Mosegaard K. PMID: 24993212.
      View in: PubMed   Mentions: 14     Fields:    
    74. Spatial filtering in ambient noise interferometry. J Acoust Soc Am. 2014 Mar; 135(3):1186-96. Carrière O, Gerstoft P, Hodgkiss WS. PMID: 24606261.
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    75. Compressive geoacoustic inversion using ambient noise. J Acoust Soc Am. 2014 Mar; 135(3):1245-55. Yardim C, Gerstoft P, Hodgkiss WS, Traer J. PMID: 24606266.
      View in: PubMed   Mentions: 2     Fields:    Translation:PHPublic Health
    76. Modeling and detection of oil in sea water. J Acoust Soc Am. 2013 Oct; 134(4):2790-8. Xenaki A, Gerstoft P, Mosegaard K. PMID: 24116417.
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    77. Particle smoothers in sequential geoacoustic inversion. J Acoust Soc Am. 2013 Aug; 134(2):971-81. Yardim C, Gerstoft P, Hodgkiss WS. PMID: 23927096.
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    78. Broadband synthetic aperture geoacoustic inversion. J Acoust Soc Am. 2013 Jul; 134(1):312-22. Tan BA, Gerstoft P, Yardim C, Hodgkiss WS. PMID: 23862809.
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    79. Cross-correlations of diffuse noise in an ocean environment using eigenvalue based statistical inference. J Acoust Soc Am. 2012 Nov; 132(5):3213-24. Menon R, Gerstoft P, Hodgkiss WS. PMID: 23145605.
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    80. Eigenvalues of the sample covariance matrix for a towed array. J Acoust Soc Am. 2012 Oct; 132(4):2388-96. Gerstoft P, Menon R, Hodgkiss WS, Mecklenbräuker CF. PMID: 23039434.
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    81. Sequential geoacoustic inversion at the continental shelfbreak. J Acoust Soc Am. 2012 Feb; 131(2):1722-32. Yardim C, Gerstoft P, Hodgkiss WS. PMID: 22352601.
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    82. Particle filtering for passive fathometer tracking. J Acoust Soc Am. 2012 Jan; 131(1):EL74-80. Michalopoulou ZH, Yardim C, Gerstoft P. PMID: 22280733.
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    83. Coherent averaging of the passive fathometer response using short correlation time. J Acoust Soc Am. 2011 Dec; 130(6):3633-41. Traer J, Gerstoft P. PMID: 22225020.
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    84. Range aliasing in frequency coherent geoacoustic inversion. J Acoust Soc Am. 2011 Oct; 130(4):EL154-60. Yardim C, Gerstoft P, Hodgkiss WS. PMID: 21974485.
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    85. Ocean bottom profiling with ambient noise: a model for the passive fathometer. J Acoust Soc Am. 2011 Apr; 129(4):1825-36. Traer J, Gerstoft P, Hodgkiss WS. PMID: 21476639.
      View in: PubMed   Mentions: 1     Fields:    Translation:PHPublic Health
    86. Improving beampatterns of two-dimensional random arrays using convex optimization. J Acoust Soc Am. 2011 Apr; 129(4):EL135-40. Gerstoft P, Hodgkiss WS. PMID: 21476620.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    87. Fluctuating arrivals of short-range acoustic data. J Acoust Soc Am. 2011 Jan; 129(1):98-103. Park C, Seong W, Gerstoft P, Hodgkiss WS. PMID: 21302991.
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    88. Geoacoustic and source tracking using particle filtering: experimental results. J Acoust Soc Am. 2010 Jul; 128(1):75-87. Yardim C, Gerstoft P, Hodgkiss WS. PMID: 20649203.
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    89. Adaptive passive fathometer processing. J Acoust Soc Am. 2010 Apr; 127(4):2193-200. Siderius M, Song H, Gerstoft P, Hodgkiss WS, Hursky P, Harrison C. PMID: 20370000.
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    90. On the sign of the adaptive passive fathometer impulse response. J Acoust Soc Am. 2009 Oct; 126(4):1657-8. Traer J, Gerstoft P, Song HC, Hodgkiss WS. PMID: 19813779.
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    91. Green's function approximation from cross-correlation of active sources in the ocean. J Acoust Soc Am. 2009 Jul; 126(1):46-55. Brooks LA, Gerstoft P. PMID: 19603861.
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    92. Statistical estimation of source location in presence of geoacoustic inversion uncertainty. J Acoust Soc Am. 2009 Apr; 125(4):EL171-6. Huang CF, Gerstoft P, Hodgkiss WS. PMID: 19354357.
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    93. Green's function approximation from cross-correlations of 20-100 Hz noise during a tropical storm. J Acoust Soc Am. 2009 Feb; 125(2):723-34. Brooks LA, Gerstoft P. PMID: 19206850.
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    94. Tracking of geoacoustic parameters using Kalman and particle filters. J Acoust Soc Am. 2009 Feb; 125(2):746-60. Yardim C, Gerstoft P, Hodgkiss WS. PMID: 19206852.
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    95. Multichannel array diagnosis using noise cross-correlation. J Acoust Soc Am. 2008 Oct; 124(4):EL203-9. Brooks LA, Gerstoft P, Knobles DP. PMID: 19062787.
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    96. Shallow-water seismoacoustic noise generated by tropical storms Ernesto and Florence. J Acoust Soc Am. 2008 Sep; 124(3):EL170-6. Traer J, Gerstoft P, Bromirski PD, Hodgkiss WS, Brooks LA. PMID: 19045561.
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    97. Short range travel time geoacoustic inversion with vertical line array. J Acoust Soc Am. 2008 Sep; 124(3):EL135-40. Jiang YM, Chapman NR, Gerstoft P. PMID: 19045555.
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    98. Effect of ocean sound speed uncertainty on matched-field geoacoustic inversion. J Acoust Soc Am. 2008 Jun; 123(6):EL162-8. Huang CF, Gerstoft P, Hodgkiss WS. PMID: 18537304.
      View in: PubMed   Mentions: 2     Fields:    
    99. Passive fathometer processing. J Acoust Soc Am. 2008 Mar; 123(3):1297-305. Gerstoft P, Hodgkiss WS, Siderius M, Huang CF, Harrison CH. PMID: 18345818.
      View in: PubMed   Mentions:    Fields:    Translation:HumansPHPublic Health
    100. Statistical estimation of transmission loss from geoacoustic inversion using a towed array. J Acoust Soc Am. 2007 Nov; 122(5):2571-9. Goh YH, Gerstoft P, Hodgkiss WS, Huang CF. PMID: 18189548.
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    101. Ocean acoustic interferometry. J Acoust Soc Am. 2007 Jun; 121(6):3377-85. Brooks LA, Gerstoft P. PMID: 17552689.
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    102. On the effect of error correlation on matched-field geoacoustic inversion. J Acoust Soc Am. 2007 Feb; 121(2):EL64-9. Huang CF, Gerstoft P, Hodgkiss WS. PMID: 17348548.
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    103. Uncertainty analysis in matched-field geoacoustic inversions. J Acoust Soc Am. 2006 Jan; 119(1):197-207. Huang CF, Gerstoft P, Hodgkiss WS. PMID: 16454276.
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    104. Geoacoustic inversion in time domain using ship of opportunity noise recorded on a horizontal towed array. J Acoust Soc Am. 2005 Apr; 117(4 Pt 1):1933-41. Park C, Seong W, Gerstoft P. PMID: 15898638.
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    105. Range-dependent seabed characterization by inversion of acoustic data from a towed receiver array. J Acoust Soc Am. 2002 Oct; 112(4):1523-35. Siderius M, Nielsen PL, Gerstoft P. PMID: 12398459.
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