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 to wave modeling in acoustics, electromagnetics, and seismic imaging, yet high-frequency regimes remain challenging due to the ``pollution eff…