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Neural topology optimization of ship structures under propulsion machinery vibrations

Yan, Shengyu et al.
arXiv (All) · Papers
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and-sciencecomputational-engineeringcomputational-physicsfinancemachine-learningnumerical-analysis
Ship structural vibrations contribute to noise, fatigue, and equipment damage, while dynamic-compliance topology optimization can produce pathological designs near resonance. This study extends neural-reparameterized topology optimization using a convolutional Kolmogorov-Arnold network (KATO) to for
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