Open access
Sep 2026
A Physics-Informed Neural Network Framework for Lossy Telegrapher Equations with a Formulated Multi-Physics Environmental Extension
The numerical results demonstrate robust L2 field convergence against FDTD reference data, highly structured error accumulation along physical characteristic curves, and reliable recovery of strongly observable parameters from sparse, noisy terminal measurements.
M. Jamshidi
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