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Harshvardhan C. Takawale

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#artificial intelligence Preprint Oct 2026

AcoustiPrint: Physics-Guided Neural Design of Manufacturable Acoustic Structures

Recent work in additive manufacturing and neural inverse design enables the creation of complex three-dimensional structures to manipulate physical fields, yet these designs must also adhere to discrete, non-differentiable fabrication constraints. Current methods limit the design space by imposing differentiable soft m...

Shanmuka Sadhu, Harshvardhan C. Takawale, Yehia Zakaria et al. · 0 citations

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