2026
HERGNET: A FAST NEURAL SURROGATE MODEL FOR SOUND FIELD PREDICTIONS VIA SUPERPOSITION OF PLANE WAVES
ICASSP 2026poster
We present a novel neural network architecture for the efficient prediction of sound fields in two and three dimensions. The network is designed to automatically satisfy the Helmholtz equation, ensuring that the outputs are physically valid. Therefore, the method can effectively learn solutions to b…