Stabilized Physics Informed Neural Networks for Efficient Wave Equation Simulation

The authors propose a novel Stabilized Physics Informed Neural Networks (SPINNs) method that demonstrates theoretical convergence and higher efficiency compared to the original Physics Informed Neural Networks (PINNs) for solving wave equations.