Acoustic Tube

Acoustic tubes are conduits used to study sound propagation and resonance, with applications ranging from fundamental physics experiments to modeling complex biological systems like the human cochlea. Current research focuses on developing and applying advanced computational methods, such as physics-informed neural networks (PINNs), to accurately model and analyze sound behavior within these tubes, including the identification of material properties and energy loss. These improved modeling techniques are crucial for enhancing the accuracy of simulations and enabling more precise analysis of acoustic phenomena in various contexts, from educational demonstrations to the design of acoustic metamaterials.