Scientific Research
Current position: Home > Scientific Research
Research Field
Deep learning for physical problem; Multiscale methods for highly oscillatory problems; Numerical analysis; Computational physics
Paper Publications
More- Unsupervised operator learning approach for dissipative equations via Onsager principle. SIAM Journal on Scientific Computing. to appear. 2026-03-22
- Computing defocusing action ground state of rotating nonlinear Schrödinger equation: methods via various formulations and comparison. Journal of Computational Physics. 114193. 2025. 2025-07-10
- DLTM: A deep learning method for tearing mode simulation and prediction. Nuclear Fusion. 65. 086009. 2025. 2025-07-10
- On action ground states of defocusing nonlinear Schrodinger equations. Mathematical Models and Methods in Applied Sciences. 35. 39-74. 2025. 2024-03-17
- Computing ground states of Bose-Einstein condensation by normalized deep neural network. Journal of Computational Physics. 113486. 2025. 2024-03-17
Patents
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