An affine map learned from scattering data reconstructs 16-bit RZ-DPSK pulse trains from the continuous Lax spectrum alone, with validation errors around 10^-4.
Integration of nonlinear equations of mathematical physics by the method of inverse scattering
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Inverse scattering transform via affine map: applications to high-speed nonlinear optical communications
An affine map learned from scattering data reconstructs 16-bit RZ-DPSK pulse trains from the continuous Lax spectrum alone, with validation errors around 10^-4.