| Source localization in an ocean waveguide using supervised machine learning H Niu, E Reeves, P Gerstoft The Journal of the Acoustical Society of America 142 (3), 1176-1188, 2017 | 218 | 2017 |
| Ship localization in Santa Barbara Channel using machine learning classifiers H Niu, E Ozanich, P Gerstoft The journal of the acoustical society of America 142 (5), EL455-EL460, 2017 | 153 | 2017 |
| Deep-learning source localization using multi-frequency magnitude-only data H Niu, Z Gong, E Ozanich, P Gerstoft, H Wang, Z Li The Journal of the Acoustical Society of America 146 (1), 211-222, 2019 | 130 | 2019 |
| A feedforward neural network for direction-of-arrival estimation E Ozanich, P Gerstoft, H Niu The journal of the acoustical society of America 147 (3), 2035-2048, 2020 | 116 | 2020 |
| A multi-task learning convolutional neural network for source localization in deep ocean Y Liu, H Niu, Z Li The Journal of the Acoustical Society of America 148 (2), 873-883, 2020 | 53 | 2020 |
| Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array H Niu, P Gerstoft, E Ozanich, Z Li, R Zhang, Z Gong, H Wang The Journal of the Acoustical Society of America 147 (6), 3729-3739, 2020 | 38 | 2020 |
| Theoretical analysis of warping operators for non-ideal shallow water waveguides H Niu, R Zhang, Z Li The Journal of the Acoustical Society of America 136 (1), 53-65, 2014 | 33 | 2014 |
| Source ranging using ensemble convolutional networks in the direct zone of deep water YN Liu, HQ Niu, ZL Li Chinese Physics Letters 36 (4), 044302, 2019 | 26 | 2019 |
| Multiple source localization using learning-based sparse estimation in deep ocean Y Liu, H Niu, S Yang, Z Li The Journal of the Acoustical Society of America 150 (5), 3773-3786, 2021 | 20 | 2021 |
| Deep-learning source localization using autocorrelation functions from a single hydrophone in deep ocean Y Liu, H Niu, Z Li, M Wang JASA Express Letters 1 (3), 2021 | 18 | 2021 |
| A deep network for single-snapshot direction of arrival estimation E Ozanich, P Gerstoft, H Niu 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 17 | 2019 |
| Deep-learning geoacoustic inversion using multi-range vertical array data in shallow water M Liu, H Niu, Z Li, Y Liu, Q Zhang The Journal of the Acoustical Society of America 151 (3), 2101-2116, 2022 | 14 | 2022 |
| A modified warping operator based on BDRM theory in homogeneous shallow water HQ Niu, RH Zhang, ZL Li Science China Physics, Mechanics and Astronomy 57, 424-432, 2014 | 13 | 2014 |
| Advances and applications of machine learning in underwater acoustics H Niu, X Li, Y Zhang, J Xu Intelligent Marine Technology and Systems 1 (1), 8, 2023 | 12 | 2023 |
| Bubble pulse cancelation in the time-frequency domain using warping operators HQ Niu, RH Zhang, ZL Li, YG Guo, L He Chinese Physics Letters 30 (8), 084301, 2013 | 12 | 2013 |
| Geoacoustic inversion using ray-based blind deconvolution of shipping sources X Zhang, NC Durofchalk, H Niu, L Wu, R Zhang, KG Sabra The Journal of the Acoustical Society of America 147 (1), 285-299, 2020 | 10 | 2020 |
| Deep learning for ocean acoustic source localization using one sensor H Niu, Z Gong, E Ozanich, P Gerstoft, H Wang, Z Li arXiv preprint arXiv:1903.12319, 2019 | 10 | 2019 |
| Mode separation with one hydrophone in shallow water: A sparse Bayesian learning approach based on phase speed H Niu, P Gerstoft, R Zhang, Z Li, Z Gong, H Wang The Journal of the Acoustical Society of America 149 (6), 4366-4376, 2021 | 9 | 2021 |
| Source localization in underwater waveguides using machine learning H Niu, P Gerstoft Journal of the Acoustical Society of America 140 (4_Supplement), 3232-3232, 2016 | 7 | 2016 |
| 利用简正波频散特征映射方法进行海洋环境参数反演 牛海强, 何利, 李整林, 张仁和南明星 声学学报 39 (1), 1-10, 2014 | 7 | 2014 |
Peter GerstoftUC San DiegoVerified email at ucsd.edu