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M. Haberman

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Aug 2026

Prediction of acoustic transmission and kinetic energy partition in chiral metamaterials using deep neural networks

Acoustic metamaterials (AMMs) can be designed for the control of sound wave scattering and propagation for specific frequencies and angles of incidence to achieve a desired performance. Chiral AMMs, whose geometry breaks mirror symmetry, are of interest to control acoustic transmission for their ability to convert ener...

W. A. Willis, S. Wallen, M. Haberman · 0 citations

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