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Leveraging sound speed dynamics and generative deep learning for ray-based ocean acoustic tomography

A generative deep learning framework is introduced for ray-based ocean acoustic tomography (OAT), an inverse problem for estimating sound speed profiles (SSP) based on arrival-times measurements between multiple acoustic transducers, which is typically ill-posed. This framework relies on a robust lo...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Priyabrata Saha, Richard X. Touret, Etienne Ollivier, Jihui Jin, Matthew McKinley, Justin Romberg, Karim G. Sabra
Hōputu: Artigo
Reo:Inglês
I whakaputaina: AIP Publishing LLC 2025-04-01
Rangatū:JASA Express Letters
Urunga tuihono:https://pubs.aip.org/asa/jel/article-pdf/doi/10.1121/10.0036312/20466405/040801_1_10.0036312.pdf
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