Zijian Zhou
Affiliations:- University of Chinese Academy of Sciences (UCAS), School of Mathematical Sciences, Beijing, China
- Chinese Academy of Sciences (CAS), Key Laboratory of Mathematics Mechanization, Academy of Mathematics and Systems Science, Beijing, China
According to our database1,
Zijian Zhou
authored at least 10 papers
between 2021 and 2024.
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Bibliography
2024
Is the neural tangent kernel of PINNs deep learning general partial differential equations always convergent ?
CoRR, 2024
2023
Deep neural networks learning forward and inverse problems of two-dimensional nonlinear wave equations with rational solitons.
Comput. Math. Appl., December, 2023
Data-Driven Deep Learning for The Multi-Hump Solitons and Parameters Discovery in NLS Equations with Generalized <i>PT</i>-Scarf-II Potentials.
Neural Process. Lett., June, 2023
Data-driven vortex solitons and parameter discovery of 2D generalized nonlinear Schrödinger equations with a PT-symmetric optical lattice.
Comput. Math. Appl., June, 2023
Data-driven localized waves and parameter discovery in the massive Thirring model via extended physics-informed neural networks with interface zones.
CoRR, 2023
2022
Stable solitons and interactions of the logarithmic nonlinear Schrödinger equation with two PT-symmetric non-periodic potentials.
Appl. Math. Lett., 2022
Semi-rational vector rogon-soliton solutions of the five-component Manakov/NLS system with mixed backgrounds.
Appl. Math. Lett., 2022
2021
Deep neural networks for solving forward and inverse problems of (2+1)-dimensional nonlinear wave equations with rational solitons.
CoRR, 2021
Data-driven discovery of Bäcklund transforms and soliton evolution equations via deep neural network learning schemes.
CoRR, 2021
Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves.
CoRR, 2021