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A physically-informed Deep-Learning approach for locating sources in a waveguide
Inverse source problems are central to many applications in acoustics, geophysics, non-destructive testing, and more.
On the Global-Local Dichotomy in Sparsity Modeling
The traditional sparse modeling approach, when applied to inverse problems with large data such as images, essentially assumes a sparse model for small overlapping data patches.
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