“Deep Matrix Decomposition Algorithm Outperforms Traditional Methods in Ocean Sound Speed Profile Reconstruction and Underwater Acoustic Transmission Loss Characterization”

https://pubmed.ncbi.nlm.nih.gov/38112485

The abstract describes a new algorithm called deep matrix decomposition (deep MD) that robustly learns a large number of basis functions from potentially noisy ocean sound speed profile data, outperforming traditional methods in SSP reconstruction and underwater acoustic transmission loss characterization.