A PINN framework solves 2D plane-wave scattering for both TM and TE polarizations, with a tanh-smoothed permittivity used to recover TE accuracy at dielectric boundaries.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.optics 1years
2026 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Physics-Informed Neural Networks for 2D Plane Wave Scattering in Arbitrary Dielectric Structures
A PINN framework solves 2D plane-wave scattering for both TM and TE polarizations, with a tanh-smoothed permittivity used to recover TE accuracy at dielectric boundaries.