2 papers
cs.LG2026
OceanLight: Efficient Global Ocean Forecasting via Geometry-Adaptive Unstructured Mesh Representation
Wei Wu, Xiang Wang, Hongze Leng +3
Reliable global ocean forecasting is critical for climate monitoring, marine navigation, and extreme event early warning. Physics-based ocean forecasting models impose prohibitive…
cs.LG2025
OceanForecastBench: A Benchmark Dataset for Data-Driven Global Ocean Forecasting
Haoming Jia, Yi Han, Xiang Wang +4
Global ocean forecasting aims to predict key ocean variables such as temperature, salinity, and currents, which is essential for understanding and describing oceanic phenomena. In…