17 citations · 19 across the 3 of their papers we have counts for
3 papers
physics.ao-ph2023★ 17 cited
AI-GOMS: Large AI-Driven Global Ocean Modeling System
Wei Xiong, Yanfei Xiang, Hao Wu +4
Ocean modeling is a powerful tool for simulating the physical, chemical, and biological processes of the ocean, which is the foundation for marine science research and operational…
cs.LG2023★ 1 cited
Koopman neural operator as a mesh-free solver of non-linear partial differential equations
Wei Xiong, Xiaomeng Huang, Ziyang Zhang +3
The lacking of analytic solutions of diverse partial differential equations (PDEs) gives birth to a series of computational techniques for numerical solutions. Although numerous la…
cs.LG2023★ 1 cited
KoopmanLab: machine learning for solving complex physics equations
Wei Xiong, Muyuan Ma, Xiaomeng Huang +3
Numerous physics theories are rooted in partial differential equations (PDEs). However, the increasingly intricate physics equations, especially those that lack analytic solutions…