The Adaptive Solution of High-Frequency Helmholtz Equations via Multi-Grade Deep Learning

Peiyao Zhao, Rui Wang, Tingting Wu +1

The Helmholtz equation is fundamental for modeling wave propagation in acoustics, electromagnetics, and geophysics; however, high-frequency regimes remain notoriously difficult due…