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The Journal of the Acoustical Society of America|May 15, 2026
Continuous forecasting of range-dependent ocean sound speed field: Diffusion model meets multi-output Gaussian processCe Gao, Siyuan Li, Lei Cheng, et al.The Journal of the Acoustical Society of America|November 25, 2024
Unveiling the spatial-temporal dynamics: Diffusion-based learning of conditional distribution for range-dependent ocean sound speed field forecastingCe Gao, Lei Cheng, Ting Zhang, et al.The Journal of the Acoustical Society of America|May 16, 2025
Hybrid data- and model-driven three-dimensional ocean sound speed field super-resolution: Diffusion model meets low-rank tensorYifan Sun, Siyuan Li, Shikai Fang, et al.The Journal of the Acoustical Society of America|August 22, 2023
Striking the right balance: Three-dimensional ocean sound speed field reconstruction using tensor neural networksSiyuan Li, Lei Cheng, Ting Zhang, et al.The Journal of the Acoustical Society of America|February 2, 2023
Graph-guided Bayesian matrix completion for ocean sound speed field reconstructionSiyuan Li, Lei Cheng, Ting Zhang, et al.The Journal of the Acoustical Society of America|December 29, 2025
Hankel-FNO: Fast underwater acoustic charting via physics-encoded Fourier neural operatorYifan Sun, Lei Cheng, Jianlong Li, et al.The Journal of the Acoustical Society of America|May 24, 2024
Zero-shot reconstruction of ocean sound speed field tensors: A deep plug-and-play approachSiyuan Li, Lei Cheng, Xiao Fu, et al.The Journal of the Acoustical Society of America|March 1, 2023
Interpretable deep dictionary learning for sound speed profiles with uncertaintiesXinyun Hua, Lei Cheng, Ting Zhang, et al.The Journal of the Acoustical Society of America|May 23, 2024
Learning data distribution of three-dimensional ocean sound speed fields via diffusion modelsSiyuan Li, Lei Cheng, Jun Li, et al.The Journal of the Acoustical Society of America|December 1, 2022
Tensor dictionary learning for representing three-dimensional sound speed fieldsPanqi Chen, Lei Cheng, Ting Zhang, et al.Pageof 1,047