Sound Wave Propagation through Periodic and Nonreciprocal Structures with Viscous Components Page: 61
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prove the correctness of the model (Table 3.4).
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Validation LossValidation Loss: 0.0006176689857610929
Train Loss: D.0006504407501779497
Test Loss: 8.e003682194510474801100
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(/InT.)FIGURE 3.10. Nonreciprocity optimization. Loss (mean squared error) as a
function of a number of epoch (top) and predictions of the DNN models of NR
(bottom). The model consists of 4 hidden layers with 17 nodes each.61
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Shymkiv, Dmytro. Sound Wave Propagation through Periodic and Nonreciprocal Structures with Viscous Components, dissertation, May 2024; Denton, Texas. (https://digital.library.unt.edu/ark:/67531/metadc2332612/m1/73/: accessed July 18, 2024), University of North Texas Libraries, UNT Digital Library, https://digital.library.unt.edu; .