Abstract: Driven by the escalating demand for ultra-high data rates in next-generation data centers (DCs), massive high-speed optical interconnects operating at 400 Gb/s and beyond are highly desired.

Abstract: We propose a Physics-Informed Neural Network (PINN) approach to model elastic wave propagation in 2D plate-like structures with potential fractures. The goal is to retrieve the ...

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