AI-GOMS: Large AI-Driven Global Ocean Modeling System. (arXiv:2308.03152v2 [physics.ao-ph] UPDATED)

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 oceanography. Modern numerical ocean modeling mainly
consists of governing equations and numerical algorithms. Nonlinear
instability, computational expense, low reusability efficiency and high
coupling costs have gradually become the main bottlenecks for the further
development of numerical ocean modeling. Recently, artificial
intelligence-based modeling in scientific computing has shown revolutionary
potential for digital twins and …

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