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Ramazan Tufan Azrak

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Open access Sep 2026

A Deep-Learning Surrogate Model for Predicting the Broadband Radiated Sound Power of Submerged Cylindrical Shells

A residual multilayer perceptron (ResNetMLP) surrogate framework is presented to predict the broadband radiated sound power spectra of submerged circular cylindrical shells. The surrogate maps the shell mean radius, wall thickness, and longitudinal excitation position to the unit-force sound power spectra generated by...

Ramazan Tufan Azrak, B. Düz, Y. Garbatov et al. · 0 citations

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