An encoder-decoder neural network trained on boundary element method data designs and compares layered cloaks for 2D Helmholtz scattering, showing object-fitted layers reduce scattering more than circular ones for circular, star, and kite objects.
Ra, Problems in inverse scattering-illposedness, resolution, local minima, and uniquenesse, Communications of the Korean Mathematical Society 16 (3) (2001) 445–458
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Solving forward and inverse wave scattering via boundary integral equations and deep learning. Applications to cloaking design
An encoder-decoder neural network trained on boundary element method data designs and compares layered cloaks for 2D Helmholtz scattering, showing object-fitted layers reduce scattering more than circular ones for circular, star, and kite objects.