Search Results for author: Muyuan Ma

Found 2 papers, 1 papers with code

AI-GOMS: Large AI-Driven Global Ocean Modeling System

no code implementations6 Aug 2023 Wei Xiong, Yanfei Xiang, Hao Wu, Shuyi Zhou, Yuze Sun, Muyuan Ma, Xiaomeng Huang

Here, we present AI-GOMS, a large AI-driven global ocean modeling system, for accurate and efficient global ocean daily prediction.

KoopmanLab: machine learning for solving complex physics equations

1 code implementation3 Jan 2023 Wei Xiong, Muyuan Ma, Xiaomeng Huang, Ziyang Zhang, Pei Sun, Yang Tian

To overcome this challenge, we present KoopmanLab, an efficient module of the Koopman neural operator family, for learning PDEs without analytic solutions or closed forms.

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