A two-stage physics-informed neural network method based on conserved quantities and applications in localized wave solutions

Shuning Lin, Yong Chen

With the advantages of fast calculating speed and high precision, the physics-informed neural network method opens up a new approach for numerically solving nonlinear partial diffe…