Hybrid Neural-Physics Inverse Design of Acoustic Metamaterials for Targeted Sound Absorptiontric Parameter Estimation
The inverse design of acoustic metamaterials with targeted resonance characteristics remains a significant challenge due to the high-dimensional and nonlinear design space as well as strict physical constraints such as subwavelength operation and viscothermal losses. A hybrid neural-physics inverse design framework is...