no code implementations • 4 Feb 2024 • Haixu Wu, Huakun Luo, Haowen Wang, Jianmin Wang, Mingsheng Long
Transformers have empowered many milestones across various fields and have recently been applied to solve partial differential equations (PDEs).
1 code implementation • ICLR 2024 • Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
Time series forecasting is widely used in extensive applications, such as traffic planning and weather forecasting.
1 code implementation • 30 Jan 2023 • Haixu Wu, Tengge Hu, Huakun Luo, Jianmin Wang, Mingsheng Long
A burgeoning paradigm is learning neural operators to approximate the input-output mappings of PDEs.