Hard-constrained neural networks for modelling nonlinear acoustics

Defne Ege Ozan, Luca Magri

We model acoustic dynamics in space and time from synthetic sensor data. The tasks are (i) to predict and extrapolate the spatiotemporal dynamics, and (ii) reconstruct the acoustic…