Publications


Park, Y., & Gerstoft, P. (2022). Gridless sparse covariance-based beamforming via alternating projections including co-prime arrays. Journal of the Acoustical Society of America, 151(6), 3828–3837. https://doi.org/10.1121/10.0011617
Gerstoft, P., Hu, Y. H., Bianco, M. J., Patil, C., Alegre, A., Freund, Y., & Grondin, F. (2022). Audio scene monitoring using redundant ad hoc microphone array networks. Ieee Internet of Things Journal, 9(6), 4259–4268. https://doi.org/10.1109/jiot.2021.3103523
Lai, P., Amirkulova, F., & Gerstoft, P. (2021). Conditional Wasserstein generative adversarial networks applied to acoustic metamaterial design. Journal of the Acoustical Society of America, 150(6), 4362–4374. https://doi.org/10.1121/10.0008929
Liu, R. X., Bianco, M. J., & Gerstoft, P. (2021). Automated partial differential equation identification. Journal of the Acoustical Society of America, 150(4), 2364–2374. https://doi.org/10.1121/10.0006444
Jenkins, W. F., Gerstoft, P., Bianco, M. J., & Bromirski, P. D. (2021). Unsupervised deep clustering of seismic data: Monitoring the Ross Ice Shelf, Antarctica. Journal of Geophysical Research-Solid Earth, 126(9), 26. https://doi.org/10.1029/2021jb021716
Aster, R. C., Lipovsky, B. P., Cole, H. M., Bromirski, P. D., Gerstoft, P., Nyblade, A., Wiens, D. A., & Stephen, R. (2021). Swell-triggered seismicity at the near-front damage zone of the Ross Ice Shelf. Seismological Research Letters, 92(5), 2768–2792. https://doi.org/10.1785/0220200478
Li, J., Siderius, M., Gerstoft, P., Fan, J., & Muzi, L. (2021). Head-wave correlations in layered seabed: Theory and modeling. JASA Express Letters, 1(9), 7. https://doi.org/10.1121/10.0006390
Shah, T., Zhuo, L., Lai, P., De la Rosa-Moreno, A., Amirkulova, F., & Gerstoft, P. (2021). Reinforcement learning applied to metamaterial design. Journal of the Acoustical Society of America, 150(1), 321–338. https://doi.org/10.1121/10.0005545
Niu, H. Q., Gerstoft, P., Zhang, R. H., Li, Z. L., Gong, Z. X., & Wang, H. B. (2021). Mode separation with one hydrophone in shallow water: A sparse Bayesian learning approach based on phase speed. Journal of the Acoustical Society of America, 149(6), 4366–4376. https://doi.org/10.1121/10.0005312
Wagner, M., Park, Y., & Gerstoft, P. (2021). Gridless DOA estimation and root-MUSIC for non-uniform linear arrays. Ieee Transactions on Signal Processing, 69, 2144–2157. https://doi.org/10.1109/tsp.2021.3068353
Ozanich, E., Thode, A., Gerstoft, P., Freeman, L. A., & Freeman, S. (2021). Deep embedded clustering of coral reef bioacoustics. Journal of the Acoustical Society of America, 149(4), 2587–2601. https://doi.org/10.1121/10.0004221
Park, Y., Meyer, F., & Gerstoft, P. (2021). Sequential sparse Bayesian learning for time-varying direction of arrival. Journal of the Acoustical Society of America, 149(3), 2089–2099. https://doi.org/10.1121/10.0003802
Cao, H. G., Wang, W. B., Su, L., Ni, H. Y., Gerstoft, P., Ren, Q. Y., & Ma, L. (2021). Deep transfer learning for underwater direction of arrival using one vector sensora). Journal of the Acoustical Society of America, 149(3), 1699–1711. https://doi.org/10.1121/10.0003645
Snover, D., Johnson, C. W., Bianco, M. J., & Gerstoft, P. (2021). Deep clustering to identify sources of urban seismic noise in Long Beach, California. Seismological Research Letters, 92(2), 1011–1022. https://doi.org/10.1785/0220200164
Baker, M. G., Aster, R. C., Wiens, D. A., Nyblade, A., Bromirski, P. D., Gerstoft, P., & Stephen, R. A. (2021). Teleseismic earthquake wavefields observed on the Ross Ice Shelf. Journal of Glaciology, 67(261), 58–74. https://doi.org/10.1017/jog.2020.83
Thode, A. M., Conrad, A. S., Ozanich, E., King, R., Freeman, S. E., Freeman, L. A., Zgliczynski, B., Gerstoft, P., & Kim, K. H. (2021). Automated two-dimensional localization of underwater acoustic transient impulses using vector sensor image processing (vector sensor localization). Journal of the Acoustical Society of America, 149(2), 770–787. https://doi.org/10.1121/10.0003382
Nannuru, S., Gerstoft, P., Ping, G. L., & Fernandez-Grande, E. (2021). Sparse planar arrays for azimuth and elevation using experimental data. Journal of the Acoustical Society of America, 149(1), 167–178. https://doi.org/10.1121/10.0002988
Li, J., Gerstoft, P., Siderius, M., & Fan, J. (2020). Virtual head waves in ocean ambient noise: Theory and modeling. Journal of the Acoustical Society of America, 148(6), 3836–3848. https://doi.org/10.1121/10.0002926
Wang, W. B., Wang, Z., Su, L., Hu, T., Ren, Q. Y., Gerstoft, P., & Ma, L. (2020). Source depth estimation using spectral transformations and convolutional neural network in a deep-sea environmenta). Journal of the Acoustical Society of America, 148(6), 3633–3644. https://doi.org/10.1121/10.0002911
Shen, Y. N., Pan, X., Zheng, Z., & Gerstoft, P. (2020). Matched-field geoacoustic inversion based on radial basis function neural network. Journal of the Acoustical Society of America, 148(5), 3279–3290. https://doi.org/10.1121/10.0002656
Ping, G. L., Fernandez-Grande, E., Gerstoft, P., & Chu, Z. G. (2020). Three-dimensional source localization using sparse Bayesian learning on a spherical microphone array. Journal of the Acoustical Society of America, 147(6), 3895–3904. https://doi.org/10.1121/10.0001383
Niu, H. Q., Gerstoft, P., Ozanich, E., Li, Z. L., Zhang, R. H., Gong, Z. X., & Wang, H. B. (2020). Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array. Journal of the Acoustical Society of America, 147(6), 3729–3739. https://doi.org/10.1121/10.0001322
Park, Y., Seong, W., & Gerstoft, P. (2020). Block-sparse two-dimensional off-grid beamforming with arbitrary planar array geometry. Journal of the Acoustical Society of America, 147(4), 2184–2191. https://doi.org/10.1121/10.0000983
Li, J., Gerstoft, P., Siderius, M., & Fan, J. (2020). Inversion of head waves in ocean acoustic ambient noise. Journal of the Acoustical Society of America, 147(3), 1752–1761. https://doi.org/10.1121/10.0000925
Zheng, Z., Yang, T. C., Gerstoft, P., & Pan, X. (2020). Joint towed array shape and direction of arrivals estimation using sparse Bayesian learning during maneuvering. Journal of the Acoustical Society of America, 147(3), 1738–1751. https://doi.org/10.1121/10.0000920
Ozanich, E., Gerstoft, P., & Niu, H. Q. (2020). A feedforward neural network for direction-of-arrival estimation. Journal of the Acoustical Society of America, 147(3), 2035–2048. https://doi.org/10.1121/10.0000944
Baker, M. G., Aster, R. C., Anthony, R. E., Chaput, J., Wiens, D. A., Nyblade, A., Bromirski, P. D., Gerstoft, P., & Stephen, R. A. (2019). Seasonal and spatial variations in the ocean-coupled ambient wavefield of the Ross Ice Shelf. Journal of Glaciology, 65(254), 912–925. https://doi.org/10.1017/jog.2019.64
Bianco, M. J., Gerstoft, P., Traer, J., Ozanich, E., Roch, M. A., Gannot, S., & Deledalle, C. A. (2019). Machine learning in acoustics: Theory and applications. Journal of the Acoustical Society of America, 146(5), 3590–3628. https://doi.org/10.1121/1.5133944
Wang, W. B., Ni, H. Y., Su, L., Hu, T., Ren, Q. Y., Gerstoft, P., & Ma, L. (2019). Deep transfer learning for source ranging: Deep-sea experiment results. Journal of the Acoustical Society of America, 146(4), EL317–EL322. https://doi.org/10.1121/1.5126923
Chi, J., Li, X. L., Wang, H. Z., Gao, D. Z., & Gerstoft, P. (2019). Sound source ranging using a feed-forward neural network trained with fitting-based early stopping. Journal of the Acoustical Society of America, 146(3), EL258–EL264. https://doi.org/10.1121/1.5126115
Chen, Z., Bromirski, P. D., Gerstoft, P., Stephen, R. A., Lee, W. S., Yun, S., Olinger, S. D., Aster, R. C., Wiens, D. A., & Nyblade, A. A. (2019). Ross Ice shelf Icequakes Associated With Ocean Gravity Wave Activity. Geophysical Research Letters, 46(15), 8893–8902. https://doi.org/10.1029/2019gl084123
Nannuru, S., Gemba, K. L., Gerstoft, P., Hodgkiss, W. S., & Mecklenbrauker, C. F. (2019). Sparse Bayesian learning with multiple dictionaries. Signal Processing, 159, 159–170. https://doi.org/10.1016/j.sigpro.2019.02.003
White-Gaynor, A. L., Nyblade, A. A., Aster, R. C., Wiens, D. A., Bromirski, P. D., Gerstoft, P., Stephen, R. A., Hansen, S. E., Wilson, T., Dalziel, I. W., Huerta, A. D., Winberry, J. P., & Anandakrishnan, S. (2019). Heterogeneous upper mantle structure beneath the Ross Sea Embayment and Marie Byrd Land, West Antarctica, revealed by P-wave tomography. Earth and Planetary Science Letters, 513, 40–50. https://doi.org/10.1016/j.epsl.2019.02.013
Gemba, K. L., Nannuru, S., & Gerstoft, P. (2019). Robust ocean acoustic localization with sparse Bayesian learning. Ieee Journal of Selected Topics in Signal Processing, 13(1), 49–60. https://doi.org/10.1109/jstsp.2019.2900912
Park, Y., Gerstoft, P., & Seong, W. (2019). Grid-free compressive mode extraction. Journal of the Acoustical Society of America, 145(3), 1427–1442. https://doi.org/10.1121/1.5094345
Kong, Q. K., Trugman, D. T., Ross, Z. E., Bianco, M. J., Meade, B. J., & Gerstoft, P. (2019). Machine learning in seismology: Turning data into insights. Seismological Research Letters, 90(1), 3–14. https://doi.org/10.1785/0220180259
Bianco, M. J., & Gerstoft, P. (2018). Travel time tomography with adaptive dictionaries. Ieee Transactions on Computational Imaging, 4(4), 499–511. https://doi.org/10.1109/tci.2018.2862644
Nannuru, S., Koochakzadeh, A., Gemba, K. L., Pal, P., & Gerstoft, P. (2018). Sparse Bayesian learning for beamforming using sparse linear arrays. The Journal of the Acoustical Society of America, 144(5), 2719–2729. https://doi.org/10.1121/1.5066457
Wang, W. T., Gerstoft, P., & Wang, B. S. (2018). Interference of Teleseismic Body Waves in Noise Cross-Correlation Functions in Southwest China. Seismological Research Letters, 89(5), 1817–1825. https://doi.org/10.1785/0220180139
Chen, Z., Bromirski, P. D., Gerstoft, P., Stephen, R. A., Wiens, D. A., Aster, R. C., & Nyblade, A. A. (2018). Ocean-excited plate waves in the Ross and Pine Island Glacier ice shelves. Journal of Glaciology, 64(247), 730–744. https://doi.org/10.1017/jog.2018.66
Chaput, J., Aster, R. C., McGrath, D., Baker, M., Anthony, R. E., Gerstoft, P., Bromirski, P., Nyblade, A., Stephen, R. A., Wiens, D. A., Das, S. B., & Stevens, L. A. (2018). Near-surface environmentally forced changes in the Ross Ice Shelf observed with ambient seismic noise. Geophysical Research Letters, 45(20), 11187–11196. https://doi.org/10.1029/2018gl079665
Shen, W. S., Wiens, D. A., Anandakrishnan, S., Aster, R. C., Gerstoft, P., Bromirski, P. D., Hansen, S. E., Dalziel, I. W. D., Heeszel, D. S., Huerta, A. D., Nyblade, A. A., Stephen, R., Wilson, T. J., & Winberry, J. P. (2018). The Crust and Upper Mantle Structure of Central and West Antarctica From Bayesian Inversion of Rayleigh Wave and Receiver Functions. Journal of Geophysical Research-Solid Earth, 123(9), 7824–7849. https://doi.org/10.1029/2017jb015346
Wang, W. T., Gerstoft, P., & Wang, B. S. (2018). Seasonality of P wave microseisms from NCF-based beamforming using ChinArray. Geophysical Journal International, 213(3), 1832–1848. https://doi.org/10.1093/gji/ggy081
Siderius, M., Li, J., & Gerstoft, P. (2018). Head waves in ocean acoustic ambient noise: Measurements and modeling. Journal of the Acoustical Society of America, 143(2), 1182–1193. https://doi.org/10.1121/1.5024332
Wagner, M., Nannuru, S., & Gerstoft, P. (2017). Compressive MIMO beamforming of data collected in a refractive environment. Radio Science, 52(12), 1458–1471. https://doi.org/10.1002/2017rs006473
Niu, H. Q., Ozanich, E., & Gerstoft, P. (2017). Ship localization in Santa Barbara Channel using machine learning classifiers. Journal of the Acoustical Society of America, 142(5), EL455–EL460. https://doi.org/10.1121/1.5010064
Ozanich, E., Gerstoft, P., Worcester, P. F., Dzieciuch, M. A., & Thode, A. (2017). Eastern Arctic ambient noise on a drifting vertical array. Journal of the Acoustical Society of America, 142(4), 1997–2006. https://doi.org/10.1121/1.5006053
Niu, H. Q., Reeves, E., & Gerstoft, P. (2017). Source localization in an ocean waveguide using supervised machine learning. Journal of the Acoustical Society of America, 142(3), 1176–1188. https://doi.org/10.1121/1.5000165
Bromirski, P. D., Chen, Z., Stephen, R. A., Gerstoft, P., Arcas, D., Diez, A., Aster, R. C., Wiens, D. A., & Nyblade, A. (2017). Tsunami and infragravity waves impacting Antarctic ice shelves. Journal of Geophysical Research-Oceans, 122(7), 5786–5801. https://doi.org/10.1002/2017jc012913
Gemba, K. L., Nannuru, S., Gerstoft, P., & Hodgkiss, W. S. (2017). Multi-frequency sparse Bayesian learning for robust matched field processing. Journal of the Acoustical Society of America, 141(5), 3411–3420. https://doi.org/10.1121/1.4983467