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Striking the right balance: Three-dimensional ocean sound speed field reconstruction using tensor neural networks

Striking the right balance: Three-dimensional ocean sound speed field reconstruction using tensor neural networks

Accurately reconstructing a three-dimensional (3D) ocean sound speed field (SSF) is essential for various ocean acoustic applications, but the sparsity and uncertainty of sound speed samples across a vast ocean region make it a challenging task. To tackle this challenge, a large body of reconstruction methods has been developed, including …