Physics-informed neural network for acoustic resonance analysis in a one-dimensional acoustic tube

Kazuya Yokota, Takahiko Kurahashi, Masajiro Abe

This study devised a physics-informed neural network (PINN) framework to solve the wave equation for acoustic resonance analysis. The proposed analytical model, ResoNet, minimizes…