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
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