Physics-Informed Neural Networks for Modal Wave Field Predictions in 3D Room Acoustics
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DOI: 10.3390/app15020939
Abstract: The generalization of Physics-Informed Neural Networks (PINNs) used to solve the inhomogeneous Helmholtz equation in a simplified three-dimensional room is investigated. PINNs are appealing since they can efficiently integrate a partial differential equation and experimental… read more here.
Keywords: acoustics; feature engineered; pinn; excitation ... See more keywords