Concepedia

Shifang Tian

ST

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Publications

5

Citations

93

H-Index

5

Active since

2023

Affiliations

Ningbo University(Current)

Shifang Tian is an author at Ningbo University specializing in physics-informed optimization, machine learning, and physics.

ORCID

Publications per year

2023–2025

5

Publications

5

Mix-training physics-informed neural networks for high-order rogue waves of cmKdV equation

Shifang Tian, Zhenjie Niu, Biao Li · Nonlinear Dynamics · 2023 · 31 citations

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Solving complex nonlinear problems based on gradient-optimized physics-informed neural networks

Shifang Tian, Biao Li · Acta Physica Sinica · 2023 · 18 citations · Full text

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Data-driven nondegenerate bound-state solitons of multicomponent Bose–Einstein condensates via mix-training PINN

Shifang Tian, Chenchen Cao, Biao Li · Results in Physics · 2023 · 17 citations · Full text

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The data-driven rogue waves of the Hirota equation by using Mix-training PINNs approach

Shifei Sun, Shifang Tian, Biao Li · Physica D Nonlinear Phenomena · 2024 · 16 citations

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A Data-Driven Adaptive Deep Learning Method for Nonlinear Schrödinger Type Equation

Shifang Tian, Ya-Xuan Yu, Biao Li · Chinese Physics Letters · 2025 · 11 citations · Full text

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