Presentation Information

[12PM2-Te-08]A Study on Improving Convergence of Physics-Informed Neural Networks in Wave Propagation Problems Utilizing Sparse Numerical Solutions

*Kotaro Taguchi1, Takashi Miyamoto1 (1. Yamanashi University)

Keywords:

Seismic wave propagation,Physics-Informed Neural Networks (PINNs),Deep learning,Surrogate model