Soliton collisions in the 2+1 Zakharov-Kuznetsov equation are argued to be governed by a time-dependent variant of the equation whose coefficients emerge from inverse PINN analysis.
Modeling fluid flow in heteroge- neous porous media with physics-informed neural networks: Weighting strategies for the mixed pressure head-velocity formulation,
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Inelastic Scattering, Emergent Interactions of Solitons in the Zakharov-Kuznetsov Equation through Conservative and non-Conservative Physics-Informed Neural Networks
Soliton collisions in the 2+1 Zakharov-Kuznetsov equation are argued to be governed by a time-dependent variant of the equation whose coefficients emerge from inverse PINN analysis.