Using PINN to solve the wave equation by boundary and initial conditions.
See also: Physics-informed Neural Networks (PINNs) for Wave Propagation and Full Waveform Inversions
The different descriptions refers to the different loss functions and the different models.
For futher instructions, plase see the demo (jupyter notebook)
For scripts please see the files in the directory named archive
. For descriptions to the model of each script, see description
plane-3d-transmission.py
gaussian-2d-transmission.py
gaussian-1d.py
(Note that the boundary condition is different from those given in this document. Please see the demo for details)