Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks

Author:

Bogdanov Stepan,Shepelsky Dmitry,Vasylchenkova Anastasiia,Sedov Egor,Freire Pedro J.,Turitsyn Sergei K.,Prilepsky Jaroslaw E.

Funder

Horizon 2020 MSCA

EPSRC

Leverhulme Trust

Publisher

Elsevier BV

Subject

Applied Mathematics,Modeling and Simulation,Numerical Analysis

Reference50 articles.

1. Method for solving the Korteweg-deVries equation;Gardner;Phys Rev Lett,1967

2. Exact theory of two-dimensional self-focusing and one-dimensional self-modulation of waves in nonlinear media;Zakharov;J Exp Theor Phys,1972

3. Integrals of nonlinear equations of evolution and solitary waves;Lax;Comm Pure Appl Math,1968

4. The exact solution of the modified Korteweg-de Vries equation;Wadati;J Phys Soc Japan,1972

5. The inverse scattering transform-Fourier analysis for nonlinear problems;Ablowitz;Stud Appl Math,1974

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