Journal Articles #
[6] W. F. Jenkins and Y.-T. Lin, “Passive acoustic tracking of a fin whale during pile driving at an offshore wind construction site,” Submitted to Sci. Rep., Mar. 2026.
[5] R. McCarthy, Y. Zhang, S. Verburg, W. F. Jenkins, and P. Gerstoft, “Machine Learning in Acoustics: A Review and Open-source Repository,” Npj Acoust., vol. 1, no. 18, p. 18, Sept. 2025, doi: 10.1038/s44384-025-00021-w.
[4] W. F. Jenkins, P. Gerstoft, and Y. Park, “Geoacoustic inversion using Bayesian optimization with a Gaussian process surrogate model,” J. Acoust. Soc. Am., vol. 156, no. 2, pp. 812–822, Aug. 2024, doi: 10.1121/10.0028177.
[3] W. F. Jenkins, P. Gerstoft, and Y. Park, “Bayesian optimization with Gaussian process surrogate model for source localization,” J. Acoust. Soc. Am., vol. 154, no. 3, pp. 1459–1470, Sept. 2023, doi: 10.1121/10.0020839.
[2] C.-C. Chien, W. F. Jenkins, P. Gerstoft, M. Zumberge, and R. Mellors, “Automatic classification with an autoencoder of seismic signals on a distributed acoustic sensing cable,” Comput. Geotech., vol. 155, p. 105223, Jan. 2023, doi: 10.1016/j.compgeo.2022.105223.
[1] W. F. Jenkins, P. Gerstoft, M. J. Bianco, and P. D. Bromirski, “Unsupervised Deep Clustering of Seismic Data: Monitoring the Ross Ice Shelf, Antarctica,” J. Geophys. Res.: Solid Earth, vol. 126, no. 9, Aug. 2021, doi: 10.1029/2021JB021716.
Conference Papers #
[4] W. F. Jenkins, P. Gerstoft, and Y. Park, “Source localization and acoustic inversion using Bayesian optimization with local Gaussian processes,” accepted to Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., May 2026.
[3] W. F. Jenkins and P. Gerstoft, “Bayesian Optimization with Gaussian Processes for Robust Localization,” in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Apr. 2024, pp. 6010–6014. doi: 10.1109/ICASSP48485.2024.10445808.
[2] W. Jenkins et al., “Analysis of underwater acoustic data collected under sea ice during the Useful Arctic Knowledge 2021 cruise,” in Proceedings of Meetings on Acoustics, 2022, p. 070003. doi: 10.1121/2.0001574.
[1] W. Jenkins, J. Rice, L. Ziomek, and D. Green, “Multi-channel MFSK Modulation and Demodulation through Short-Range, Large-Bandwidth, Underwater Acoustic Channels,” in Proceedings of the 10th European Conference on Underwater Acoustics, July 2010. Download PDF