Shuning Lin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Transfer Learning

Error Accumulation

Top Venues

Appl. Math. Lett.

J. Comput. Phys.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Shuning Lin, Yong Chen
Gradient-enhanced physics-informed neural networks based on transfer learning for inverse problems of the variable coefficient differential equations. CoRR (2023)
Shuning Lin, Yong Chen
The improved backward compatible physics-informed neural networks for reducing error accumulation and applications in data-driven higher-order rogue waves. CoRR (2023)
Shuning Lin, Yong Chen
A two-stage physics-informed neural network method based on conserved quantities and applications in localized wave solutions. J. Comput. Phys. 457 (2022)
Xiaorui Hu, Shuning Lin, Shoufeng Shen
New interaction solutions to (1+1)-dimensional Ito equation. Appl. Math. Lett. 101 (2020)
Xiaorui Hu, Shuning Lin, Lu Wang
Integrability, multiple-cosh , lumps and lump-soliton solutions to a (2+1)-dimensional generalized breaking soliton equation. Commun. Nonlinear Sci. Numer. Simul. 91 (2020)